Python data mining example työt
Dataset + python + finance concepts
I’m ready to commission a complete instructional module aimed at advanced data-science professionals who already speak fluent Python, R, and SQL and want to deepen their expertise. The course must weave together three pillars—Machine Learning Algorithms, Data Visualization Techniques, and Big Data Analytics—into one coherent learning path that challenges seasoned practitioners. Preferred learning experience Video will be the backbone of the program, but I also want complementary assets (readings, interactive notebooks, problem-based labs, short knowledge checks, and a summative capstone) so learners can move seamlessly from concept to application. I’m open to your mix of media as long as it supports a modular structure and keeps the na...
...Journey’s digital-finance platform and need versatile full-stack engineers who can own features end-to-end—from the UI that delights users to the microservices that keep our ledger humming. You’ll pair with product and community teams, ship iteratively, and watch your code reach a truly global audience the moment it merges. The stack is modern cloud: think TypeScript or JavaScript on the front, Python or Node on the back, containers, automated CI/CD, and a healthy dose of Web3 connectivity. If a module needs hardening, you dive into tests; if an interface needs polish, you adjust the pixels yourself. Every sprint you’ll release something measurable that moves our KPIs, whether that’s cutting load time in half or launching a new wallet feature. We o...
...photograph—not AI art. The Role: You will build an agentic AI workflow (using tools like Midjourney, DALL·E, ComfyUI, or Stable Diffusion) to generate consistent, realistic watch images at scale. You will create prompts and automation that produce: Multiple angles of the same item Develop master prompts that generate photorealistic watch images. Create an automated or semi-automated workflow (e.g., using Python scripts, batch processing, or no-code tools) to generate product images from reference photos. Deliver images indistinguishable from real photography—no weird artifacts, floating objects, or unnatural shadows. Requirements: Proven experience with AI image generation (portfolio required). Strong understanding of lighting, composition, and product phot...
...Locate and read the target documents from both Google Workspace and Notion • Apply my provided templates to update numbers, text blocks, and any embedded tables or charts • Re-order sections when the template dictates, ensuring headings remain properly nested • Export the revised documents and feed them automatically to the designated custom GPT instance I am tool-agnostic—Claude, n8n, Make, Python scripts, or any combination that reliably meets the above steps is fine, as long as the whole chain runs unattended once a month and sends me a short completion log. Acceptance criteria: 1. On demand or on schedule, the agent updates at least two sample docs per platform without manual intervention. 2. Table formats, chart links, and heading hierarchy are...
...advise on additional skillset needs for scaling projects Core Technical Requirements (MUST HAVE) These skills are non-negotiable. You must have hands-on experience or strong willingness to learn within the first 30 days. Additional Technical Requirements React: Modern component architecture, hooks, state management Node.js: Backend development, API design, server-side logic Python: Scrip ng, automation, data processing, AI integrations Database Systems: PostgreSQL, MongoDB, or similar (SQL and/or NoSQL proficiency) Version Control: Git/GitHub workflows, branching strategies, code reviews Nice to have: RFID/wearable technology integration experience Experience working with government/military sector clients UI/UX design sensibility CI/CD pipeline setup (GitHu...
...can take it from concept to a working clinical tool written in Python. The application must combine three core capabilities: • ingest and visualise high-resolution 3D dental scans in real time, • let dental assistants walk through fully interactive treatment simulations inside the mixed-reality space, and • keep patient data organised, searchable and secure in accordance with standard privacy regulations. Everything should feel natural on-headset, so thoughtful UX decisions and solid performance tuning for Quest hardware are crucial. If you have a track record of shipping VR/MR apps and you’re comfortable driving the entire Python pipeline—from geometry processing to networked data storage—let’s talk. I’l...
...integration. Responsibilities: Develop and maintain full-stack web applications Work with modern frontend frameworks (React / preferred) Build and manage backend services (Node.js or Python) Integrate APIs and third-party services Implement basic AI-related features (API-based, not heavy ML required) Collaborate remotely with clear and consistent communication Requirements: Based in Armenia (or nearby timezone preferred) Strong spoken and written English (important for daily communication) 3+ years experience in full-stack development Experience with: Frontend: React / Backend: Node.js or Python Databases: PostgreSQL / MongoDB Familiarity with REST APIs and cloud deployment Ability to work independently and meet deadlines Nice to Have: Experience with AI APIs (e.g....
...need them transformed into clear, actionable product-feedback insights. The workflow I have in mind is straightforward: • Load and clean the raw survey data in python so it is well-structured for analysis. • Explore and model the data with Python (pandas, NumPy, matplotlib or seaborn are fine) to surface patterns in what shoppers like, dislike, and expect next from our product range. • Build an interactive Power BI dashboard that lets non-technical teammates drill down by questions, segments, or time periods and quickly spot the most common themes and emerging preferences. Please deliver the cleaned SQL tables, well-commented Python notebooks or scripts, a packaged .pbix file, and a concise slide or PDF summary of the key product...
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...Automotive has built a strong reputation through consistent growth, innovation, and a commitment to delivering cutting-edge products. Our advanced technological infrastructure and deep industry expertise allow us to stay ahead in an increasingly competitive market. The company is also expanding into advanced hardware, connectivity, and high-performance systems to support next-generation automotive and data-driven technologies. About the Role We are looking for a Senior Optical Transceiver Engineer with deep expertise in PAM4, RF, photonics, SI/PI, and high-speed system integration to support the design and development of advanced optical transceiver systems. This role is ideal for a senior engineer who can work across architecture, simulation, validation, manufacturability, NP...
... 1. A live, responsive platform populated with sample mixed-use listings. 2. AI module demonstrating real-time lead capture and enrichment. 3. Nurturing workflows showing automated email, personalised on-site content, and behaviour-based scoring. 4. Admin dashboard with edit controls and analytics. Feel free to leverage frameworks such as React, , or Laravel for the front end and Python, Node, or a low-code platform for the AI and automation, as long as the final product is easy for me to manage....
I need a lightweight script to automate downloading videos from and capturing their daily livestream (URL will be provided)....(URL will be provided). The script should: 1. Save the livestream into 24-hour files. 2. Upload all downloaded videos and daily livestream files to using their API (documentation: ). 3. Be configured to run automatically via cron job on my Linux server (e.g., Ubuntu). Deliverables: - A complete script (Python, Bash, or similar) with clear instructions for setup. - Example cron job entry for automation. Ideal Skills: - Experience with Linux scripting and cron jobs. - Familiarity with API and tools like Streamripper or similar.
I want a lean, command-line script... API for authentication, metadata, and file transfer. • Can work either from a supplied list of files or by scanning a list from and upload their MEDIA-ARCHIVE as local-television-station to the using the API-upload information.... Deliverables 1. The complete script (bash, Python, or another common Linux-friendly language). 2. A concise README that covers prerequisites, how to generate credentials, example cron entry, and any environment variables. 3. A sample config or template files if your approach needs them. If you have prior experience with ’s S3-style interface, rclone, or direct API calls, please highlight it—speed and reliability matter more than fancy UI.
I’m expanding an embedded Linux platform that runs on the AM335x-based BeagleBone Black and I need an engineer who already knows their way around the board. The work spans kernel configuration, real-time GPIO toggling, PRU firmware tweaks, and device-tree overlay edits, all deployed on Debian/Ubuntu images via remote workflows. Day-to-day coding will be done in Python for the high-level hardware control layer, so fluency there is essential; C/C++ knowledge for the lower-level pieces is a plus but not mandatory. You will be working with: • GPIO • I2C • SPI The schedule is flexible—part-time or full-time—and everything is handled remotely. When you apply, focus on your BeagleBone experience: link to relevant GitHub repos, forks, demos, or shi...
Scraping car details : Brand/ Model Line// Gen/ Gen Years/ Model/ HP/ Torque/ CC/ Eng. Code/ Eng. Years/ Gearbox/ Drive/ 0-100/ Top Spd /Trunk/ Body Dim./ Fuel Cons./ Tank/ Body type / image using python requests only no browser needed.
...on a schedule I can adjust. At minimum the script should capture the headline and full article text; if author name, publication date, and embedded image URLs can be extracted too, that’s a welcomed bonus. Build it in Python using a well-supported stack such as Requests/BeautifulSoup, Scrapy, or Selenium—whatever you feel is most robust for handling pagination and occasional layout changes. The bot should: • Navigate through the latest articles section (and subsequent pages if present) • Respect and reasonable rate-limits • Output clean, de-duplicated data to CSV or JSON and optionally push to a simple SQLite file For acceptance I’ll run the script, point it at the live site, and expect a sample file containing at least 100 rece...
...individual users without ever touching an IPTV panel or running my own streaming server. Here is what the finished solution must do for me: • Hold one master channel and EPG configuration that I can tweak in a single place. • Spin up an isolated copy of that config for every new user, each bound to its own port and paired with the user’s unique IPTV credentials. • Provide a small shell or Python script that lets me create, list, or remove users in one command. • Run smoothly on Docker (compose or Swarm is fine) and stay easy to back up, upgrade, or migrate. • Scale gracefully past 100 users with minimal manual maintenance—think environment variables and templated volumes, not hand-edited configs. I strongly prefer Threadfin ove...
I need a concise, 2–3-page PDF that pulls real-time trading data from a mix of APIs, web-scraped sources, and a few existing Excel sheets, then distills everything into clear bar charts. The document must be fully modular so I can turn individual sections on or off without breaking the layout. A key component is a daily-refreshed news section: headlines scraped from selected financial sites, automatically condensed with an AI summarizer, but still left fully editable in the final file for any last-minute tweaks. To keep the workflow straightforward, I expect: • A script or lightweight toolchain that fetches the data, builds the bar charts, and compiles the final PDF in a single run. • Clean, well-commented code for the API calls, scraping routines, and Ex...
...Title: Full InSAR Time-Series Analysis (Sentinel-1, SNAP + StaMPS) Project Description: I am looking for an experienced remote sensing/InSAR specialist to perform a full InSAR time-series analysis using Sentinel-1 SAR data. The dataset consists of approximately 20 Sentinel-1 SLC acquisitions covering a long-term period (2015–2025) over a defined study area, with roughly 6-month intervals between acquisitions. Required Workflow: The processing must be completed using: ESA SNAP (for preprocessing) StaMPS (for time-series analysis: PS or SBAS) This is NOT a basic GIS or Python-only task. It requires a full InSAR workflow, including: SLC stack preparation interferogram generation and preprocessing in SNAP export to StaMPS time-series processing (PS/SBAS) noise r...
...WordPress website for my consulting business"). ### ****2. Key Requirements**** List the specific features or tasks. For example: * **Design:** Colors, style, or specific dimensions. * **Technical:** Programming languages (Python, PHP, etc.) or platforms (Shopify, AWS). * **Content:** Word count for articles or specific data points for spreadsheets. ### ****3. Timeline**** Mention your deadline. If it's urgent, stating "Needs to be completed within 48 hours" helps filter out freelancers who are currently overbooked. ### ****4. Deliverables**** Specify exactly what files you expect at the end (e.g., "Source files in .AI and .PSD format," or "A finished .MP4 video in 1080p"). **Example Brief:** > "I need a free...
...instant quotations from uploaded material lists. Project Scope: User uploads material list (image, PDF, or text) System reads data using OCR and converts it into structured format Matches items with backend product database (smart/approximate matching) Automatically generates quotation with price calculation User can confirm and place order via: Web app WhatsApp integration Key Features: OCR (image/PDF to text) AI-based product matching Instant quotation generation (web + PDF + WhatsApp) Simple order flow (name, phone, address) Admin panel (manage products, pricing, orders Preferred Tech Stack: Frontend: React / Backend: Node.js or Python OCR: Google Vision API / Tesseract / OpenAI Database: MongoDB / PostgreSQL WhatsApp API integration (Twilio or Me...
We are looking for a Full-Stack Developer to implement a small enhancement to our existing company dashboard. The goal is to add basic CRM functionality and dynamic content management, simil...Add a simple module to track clients, leads, or tasks within the dashboard. Enable basic content updates for a CMS page or section. Ensure the new features are responsive and work within the existing dashboard. Tech Stack: Frontend: React / Backend: Node.js / Python CMS: Prismic-style content integration Ideal Candidate: Experienced with dashboards or lightweight CRM systems Able to quickly implement clean, maintainable solutions Can deliver this small task efficiently How to Apply: Please share a brief example of similar work or screenshots of dashboards or CMS integrations you ...
Project Title: Virtual Assistant for Internship Application Data Entry (CompE, SWE, ML, Data Science) Budget: $150 USD / Month Target Goal: 200 Applications / Month Hours: 3-5/week Project Description: I am a university student seeking a reliable, detail-oriented Virtual Assistant to help me apply for summer internships and co-ops. My focus is on Computer Engineering, Software Engineering, Data Science, Machine Learning, and Telecommunications. I have all of my application materials perfectly prepared. Your job is strictly administrative: finding matching roles, filtering them for relevance, and completing the data entry for the applications. I estimate each application will take very little time, as you will be copying and pasting from my prepared documents. ...
Summary Job Title: Python Developer – WebSockets & Real-Time RAG Implementation We are seeking a skilled Python developer to build and integrate real-time data pipelines using WebSockets and implement a Functional Retrieval-Augmented Generation (RAG) system for live data processing. Key Responsibilities: Develop and manage WebSocket connections to stream and process real-time data from external APIs Design and implement a Functional RAG architecture for dynamic, real-time data retrieval and generation Build scalable, reliable backend systems in Python Optimize for low-latency data handling and continuous data streams Collaborate on system design, testing, and deployment Required Skills: Strong proficiency in Py...
I have a working Python script that already generates my trade orders. What I need now is for that code to become a fully-automated trading bot hosted on AWS and wired into the TopstepX API by means of my secure credentials. Your task in plain terms is to: • Refactor or wrap the existing script so it can place live orders through TopstepX (functionality: Automated trading). • Handle authentication and key rotation securely (AWS Secrets Manager or an equally safe method). • Deploy the bot so it runs continuously on AWS—Lambda, Fargate, EC2 or whatever you feel is the best fit—and can be restarted automatically after a failure or update. • Expose a simple configuration file or environment variable set so I can alter parameters without touching t...
...polished chapter, weaving clear narrative explanations with formal proofs, illustrative diagrams, code snippets in Python, and citations to the latest peer-reviewed literature. Every chapter should close with research-level discussion questions and curated reading that can guide doctoral candidates toward potential publication topics. To keep the project on track, I would like: • A brief chapter sample within the first week so we can align on tone and depth • Full manuscript delivered in editable Word and LaTeX formats, with figures supplied as vector files (SVG or PDF) • References formatted in IEEE style and a plagiarism-free report attached I will provide the curriculum, example datasets, and any proprietary slides the moment we start. If you have ...
...Wire Bitbucket, Jenkins and Terraform together, including a secure backend (preferably S3 with state locking). • Automate extraction of the variable set from Excel—whether that’s a small Python helper, Terraform external data source, or another practical method. • Flesh out the Jenkinsfile to run terraform init / plan / apply, handle workspaces, and surface clear logs. • Validate IAM roles, networking and any other AWS prerequisites so the pipeline runs end-to-end without manual intervention. Acceptance criteria – A Jenkins job triggered by a Bitbucket merge spins up a test EC2 instance using data from the Excel sheet. – Subsequent runs are idempotent; terraform plan shows no unmanaged drift. – Steps are do...
...Marketplace • Filter by: o Rating o Language o Price o Expertise • Featured astrologers • Reviews & ratings ________________________________________ 4. Advanced AI Features 4.1 Palm Reading via Image User Flow: 1. User uploads palm image 2. Image processed using AI/ML model 3. System detects: o Life line o Heart line o Head line 4. Generate astrology insights Technical Implementation: • Use: o Python (TensorFlow / PyTorch) o OpenCV for image preprocessing • API pipeline: o Upload → Image Processing → Feature Extraction → Prediction → Report ________________________________________ 4.2 Face Reading Astrology User Flow: 1. User uploads face image 2. AI analyses: o Face shape o Forehead o Eyes & nose structure 3. Generates persona...
I have a full database export from Amicus Attorney that has already been converted to a single CSV file. My goal is to reshape that CSV so it drops cleanly into an existing Excel template I will provide. Once the data sits in that layout, I can import it straight into our Microsoft 365-hosted database without further manipulation. The CSV contains contact information, case details, billing information, plus several columns of uploaded-file metadata. Every one of those fields must be preserved and mapped to the correct columns in the template, with the headers and data types exactly as the sheet expects. No extra columns, no reordered headers. Deliverable • One or more Excel workbooks that mirror my template, fully populated and checked for consistency (dates, currenc...
I have several raw datasets and an open-ended business problem but no established workflow yet. I need an experienced data scientist who can help me shape the questions, clean and explore the data, choose the right analytical or modeling approach, and turn the results into clear, actionable insights. We will begin with a short discovery call to review the data sources and define success metrics. From there, you will: • Set up a reproducible pipeline for data ingestion, cleaning, and exploratory analysis • Prototype models or visual analyses as appropriate, iterating based on feedback • Document every step in well-commented Python or R notebooks (Pandas, NumPy, scikit-learn, ggplot2—or your preferred stack) • Produce a con...
... Only capable serious persons are welcome here. We will give you a few wedding supplier urls. We need you to manually collect all leads from the link. What we actually need in the spreadsheet is very simple: the Suppliers Names & Emails. Nothing more. Please deliver one Excel file with two clearly-labelled columns (Name | Email). This is a manual lead collection work, if you can do this via Python/BeautifulSoup, Selenium, or any other web-scraping approach that's fine too—as long as the final sheet is accurate and complete. Don't just place your BID blindly. Fixed Budget: $100 per assigned URL and we want 1 person to handle 3 urls minimum. So, you can earn $300. We have certain strict rules to abide by so those who follow those strictly can only be hired ...
I need an independent ML engineer to audit and possibly fix an existing football/soccer match prediction system. The system is already built in Python/FastAPI and uses API-Football, The Odds API, scikit-learn, XGBoost/LightGBM/CatBoost/PyTorch models, and saved trained model files. The app runs locally and produces predictions, but the outputs look suspicious and I need an expert review before deciding whether to repair it or rebuild the model layer. Current issues found: - Many predictions are repeated with exact 95% confidence. - Batch test showed almost all matches predicted Under 2.5 / Under 3.5 / BTTS No. - Some models fail because live prediction has 103 features while trained models expect 122 features. - Some CatBoost models report missing features. - Some labels fail wit...
...chunk of repetitive text-based, image based and also numeric based data entry with a reliable AI workflow and I need it up and running as soon as possible. The AI agent needs to visit different instegram accounts, web sites or some pdf documents, read the posts and reels which either they are text based or image based, extract the information from that , analysis them, categorize them and then send them to our web site database (Laravel based - mysql) using an Api link and also write these information on specific classified google sheets. Right now the job is handled manually; the aim is to hand that workload to an automated system that can read each record, validate basic rules, normalize fields, then push the cleaned data into our existing MySQL database and a paral...
I’m building an AI-powered solution and need someone who can jump into live sessions with me to write new code on the spot. The immediate goal is to turn my high-level “workflow, skills” concept into working modules: setting up data pipelines, drafting model architecture, and wiring everything into a clean, testable repository. You’ll share your screen (or pair-program in a cloud IDE) while we tackle each feature together, so real-time communication and the ability to explain decisions as you code are essential. Expect to touch Python, popular deep-learning libraries, and whichever lightweight frameworks keep the development loop fast. Deliverables • Functioning, well-documented source files created during our sessions • A repeatabl...
Trading Algo – Automated Crypto Trading System (Binance Testnet) Trading Algo is a Python-based algorithmic trading system integrated with the Binance Spot Testnet. It is designed to detect market patterns, generate trade signals, execute simulated trades, and provide real-time performance monitoring through a local web dashboard. Key Features Binance Testnet Integration Secure API connection via .env file Executes trades in a risk-free demo environment Algorithmic Pattern Detection Analyzes market data to identify trading opportunities Generates signals including entry, TP (Take Profit), and SL (Stop Loss) levels Signal Logging System Stores detected trade signals in .txt files Acts as a communication bridge between strategy engine and execution layer Automated Tr...
required experienced professionals with strong expertise in VAPT patching and secure infrastructure practices. The ideal candidate will have hands-on experience in cloud environments, automation, and secure application deployment. Required Skills: Azure Terratorm Python Docker Shell Scripting Java GitHub Collaboration Linux-based OS Good to Have (Optional Skills): Packer FastAPI Spring Boot Key Responsibilities: Perform vulnerability assessment and patching (VAPT) Manage and secure cloud infrastructure (Azure) Automate deployments using Terraform and scripting tools Collaborate with development and DevOps teams via GitHub Ensure secure coding and deployment practices Eligibility: Minimum 4+ years of relevant experience in the above skill set Strong problem-solving and communica...
Our in-house Odoo team has finished a set of custom modules aimed at streamlining Inventory management. The codebase is already hosted on Git, and every branch installs cleanly for us but still needs an ex...know. Deliverables • A short daily summary in our Git issues board describing what you tested, results, and next actions • A final “Getting Started” note (max two pages) that lets any team member reproduce your setup from a clean machine • Clean, running branches or documented pull requests for anything that needs fixing Everything happens through Git, Odoo 16 (community), and standard Python/odoo-tools workflow; no extra platforms are required. Once the environment spins up smoothly and the inventory flows pass end-to-end without errors, the t...
I need a production-ready WhatsApp chatbot that becomes the first line of customer support for our logistics company. Its main job is to answer routine questions, share shipment updates pulled from our in-house tracking API, and verify deliveries that require OTP confirmation (only on the specific shipment classes we...deployed WhatsApp Business API or Cloud API integration • Conversation flows covering customer support, shipment updates, and conditional OTP delivery confirmation • Agent hand-off logic that round-robins across up to five support reps • Clean codebase, API documentation, and a brief hand-over session so my team can adjust flows later If you have solid experience with WhatsApp chatbots, Python/Node or comparable stacks, and RESTful API hooks, l...
I need my existing TradingView-based ...time-in-force, etc.). • Confirm all risk-management settings inside the bot and at the broker end—stops, limits, position sizing—are behaving correctly. • Stress-test the connection to be sure the API stays healthy and reconnects automatically if it drops. I expect this to be roughly a one-day job for someone fluent with the Interactive Brokers API, TradingView webhooks, and preferably Python or whichever language you like to drive the gateway. When everything passes live testing—meaning a few sandbox or small-size real orders fill as intended—I’ll green-light the handoff and schedule the next round of enhancements I have in mind. . I would like to have the work done in person in our office i...
I have several raw datasets and an open-ended business problem but no established workflow yet. I need an experienced data scientist who can help me shape the questions, clean and explore the data, choose the right analytical or modeling approach, and turn the results into clear, actionable insights. We will begin with a short discovery call to review the data sources and define success metrics. From there, you will: • Set up a reproducible pipeline for data ingestion, cleaning, and exploratory analysis • Prototype models or visual analyses as appropriate, iterating based on feedback • Document every step in well-commented Python or R notebooks (Pandas, NumPy, scikit-learn, ggplot2—or your preferred stack) • Produce a con...
I need an automated script that visits under a specific store location (set by postal code) and captures every product available across all categories. The scraper has to run once every 24 hours, overwrite data in a structured file (CSV or JSON—your call), and handle the usual road-blocks on large sites such as store-selection prompts, pagination, lazy-loaded content, captchas, and IP throttling. What I expect from you • A clean, well-commented Python solution—Scrapy, Selenium, Playwright or a comparable stack are all fine as long as it is headless and low-maintenance. • A simple config or .env so I can change the target postal code or output path without touching the code. • A scheduler (cron job, Windows Task Scheduler, or a lightweight c...
... Lane Automotive has built a strong reputation through consistent growth, innovation, and a commitment to delivering cutting-edge products. Our advanced technological infrastructure and deep industry expertise allow us to stay ahead in an increasingly competitive market. We are expanding into advanced hardware, connectivity, and high-performance systems to support next-generation automotive and data-driven technologies. General Information Job Title: Senior Optical Transceiver Engineer Department: Engineering and Hardware Systems Reports to: Director of Engineering Current Team Size: 10 to 30 across hardware, firmware, and systems Location: On-site United States (with occasional travel) Employment Type: Full-time Working Duration: Long term Company and Business Context Company ...
...of Law360 (LexisNexis) PDF articles into a clean, tabular dataset that I can open in Excel or any CSV-compatible tool. From each PDF I need the following fields captured: • News date • Filing date • Court • Plaintiff (own column) • Defendant (own column) Accuracy matters: plaintiff and defendant names must sit in separate columns just as selected. Use any reliable text-parsing approach—Python with pdfminer, PyPDF2, Tika, Regex, or an NLP library—so long as the script handles typical Law360 layouts and can be rerun on future batches. Please return: 1. The compiled .csv or .xlsx file. 2. The extraction script with brief instructions so I can reproduce or extend the process. 3. A short report of any PDFs that failed to parse or pro...
Do exploratory data analysis as discussed. Inputs: Outputs: Exploratory data analysis on Python + Brief report on further types of analysis and actions possible.
...Continuously improves performance over time Important — Read Before Applying Your bid will be automatically ignored if you do not include clear proof of prior relevant work. This includes at least one of the following: Live or paper trading bot you have built (with execution proof) IBKR-based system you have worked on Screenshots or logs showing real trade execution PnL results or performance data Generic applications, theoretical knowledge, or ChatGPT-generated proposals without proof will not be considered. Current Situation The bot has been built with significant effort and includes: Discord ingestion Trade parser and classifier IBKR execution layer Position management system AI decision layer (Persistent Trader concept) However: Execution is inconsistent Orders...
...competições-alvo incluem as mais populares como Brasileirão, Premier League e Champions League, mas quero liberdade para acrescentar ou remover torneios conforme o projeto evoluir. Além das odds, desejo capturar previsões de especialistas sempre que a fonte disponibilizar esse campo, pois pretendo compará-las com as casas de apostas ao longo da temporada. O que imagino como entrega: • Um script (Python de preferência, mas aceito outra linguagem se justificar) que busque as informações em tempo configurável e grave tudo em CSV ou banco SQL. • Rotina fácil de agendar em um servidor Linux para manter o histórico atualizado. • Campo dedicado às previsões de especiali...