Deep learning java vs python jobs

I need a fully-async Python 3.11+ pipeline that turns a live phone call into a smooth, sub-2.5 s p50 conversational loop. Here’s the flow I have in mind: a Twilio SIP trunk delivers the RTP stream to a WebSocket bridge; LiveKit Agents SDK manages the media session; Deepgram Nova-3 handles streaming STT; the running transcript feeds Claude (with tool-use enabled); Claude’s text comes back out through ElevenLabs Flash v2.5 for TTS and streams to the caller in real time. What I need from you is a working reference implementation, instrumented and tuned so I can see latency at each hop and fine-tune Voice Activity Detection thresholds. The code must retry transient errors, log everything that matters, notify the caller gracefully on trouble, and, if the Sonnet tier fails m...

I need an experienced Python developer to create a reliable browser automation script for a multi-step online registration/account creation process. Project Requirements: - Must be written in Python - Must implement reCAPTCHA v3 (hidden/invisible) solving via API (no browser plugins or extensions allowed) - Simulate realistic human-like behavior (typing speed, mouse movements, natural delays) - Support proxy usage - Handle dynamic page loading, form filling, button clicks, and element waiting - Clean, well-commented, and maintainable code What I will provide: - Exact flow and selectors - Captcha API credentials - Proxy list The script should be stable and designed to minimize detection. Please only apply if you have strong experience with modern browser automation tools (Pl...

...method) Training Load (TRIMP or equivalent) Time in Zone (TIZ) Heart Rate Recovery (HRR) Sleep & Recovery Metrics Sleep stage estimation (HR/HRV-based) Sleep score modeling Recovery/readiness score Expected Deliverables: Mathematical formulas with clear explanations Step-by-step calculation workflow from raw R–R data Suggestions for signal processing (filtering, smoothing, artifact removal) Optional: Python / MATLAB implementation Preferred Expertise: Experience with HRV analysis or wearable sensor data Knowledge of sports science or athlete monitoring systems Familiarity with tools/apps like Elite HRV is a plus Project Type: Short-term / consultancy (can extend based on quality of work)...

...configuration. Real-Time Updates: Implement WebSocket () for live call status. Admin dashboard for monitoring active calls. Payment System: Integrate crypto payments for subscriptions. Admin Panel: User management (CRUD). Call logs and system settings. Database: Design schema for users, calls, and subscriptions (PostgreSQL/MongoDB). Tech Stack Backend: Node.js (Express) or Python (FastAPI). Real-Time: Socket.IO. Telephony: Twilio/Plivo API. Payments: Crypto API or Stripe. Database: PostgreSQL or MongoDB. What’s Done Frontend UI (all pages ready). Static forms (needs dynamic API connection). Your Job Build backend APIs. Connect frontend to backend. Integrate Twilio, WebSocket, and payments. Ensure scalability and security. Requirements Experience with Tw...

... writing emails, participating in discussions, presenting ideas). Project Goal Develop a fully functional, structured Moodle course that improves learners’ communication, writing, and presentation skills in professional German contexts. Important Note (Content Creation) I do not have ready-made content. The freelancer is expected to: Design the course structure Create or source appropriate learning materials Develop all activities and instructional content Course Scope Level: German B2/C1 (CEFR-aligned) Focus: Professional communication and writing Industry-related vocabulary Argumentation and discussion Public speaking and presentations Gamification Requirements The course must include fully functional gamification elements: Leaderboards (individual and team-based,...

...online course. This is not a basic content upload project. I am specifically looking for someone who understands learning experience design, emotional engagement, and transformation-based course structure. About the Project: I have created a comprehensive workbook called Soul Restore, based on 8 principles from Psalm 23. It integrates: Biblical teaching Trauma-informed healing concepts Guided exercises and reflections The goal is to convert this into a premium online course (8 lessons + intro module) hosted on LearnWorlds. What I Need Help With: Instructional Design (Primary Need) Break workbook content into clear modules and lessons Design transformation-focused learning flow (not just information delivery) Identify where to place: Video teaching Reflection exercise...

...plot plan for a residential property in Los Angeles, CA for submittal to the City of Los Angeles Department of Building and Safety (LADBS), Van Nuys District Office. This is a straightforward revision of an existing approved plot plan — no design work required, just accurate drafting based on my clear instructions. --- **PROPERTY** 18149–18151 W Donmetz St, Los Angeles, CA Lot: 85' wide × 202.5' deep Permit Application #: 17014-20000-06328 Plan Check #: B17VN18969 --- **WHAT I WILL PROVIDE** - Scan of the original approved City plot plan (PDF) - Annotated version showing all corrections in handwriting - This job post with full written instructions - A detailed cover letter explaining all changes --- **CHANGES REQUIRED — EXACTLY AS FOLLOWS:*...

I need a clear, data-driven look at today’s retail sector. The job is purely research: gather the latest numbers, trends, and insights, then turn them into a concise report that lets me understand where the market is heading and why. Please focus on: • Current retail growth figures and revenue breakdowns by product category and region • Key consumer behaviour shifts (in-store vs. online, mobile usage, loyalty patterns) • Major competitors, their market shares, and any recent strategic moves • Emerging opportunities or threats that should be on my radar Deliverables 1. A well-structured written report (5–8 pages) with charts, clear citations, and an executive summary 2. A spreadsheet containing all raw data, source links, and any calculations...

...dashboard. The focus of this project is minimizing latency between signal generation and order execution while maintaining regulatory compliance (Order-to-Trade Ratio constraints). The developer must understand low-level performance optimization, concurrency architecture, and Linux system behavior. Core Technical Requirements Python Version (Mandatory) The engine must use: Python 3.13 Free-Threaded build (3.13t) NOT standard Python 3.10–3.12 Reason: Standard Python uses the Global Interpreter Lock (GIL), which blocks true parallelism. In low-latency systems, a 1–2ms delay caused by GIL contention is unacceptable. Multi-Core Architecture with CPU Core Pinning The engine must: Assign specific modules to specific CPU cores Use os.sched_set...

...better comes along, pushing real-time notifications to me, and doing all of this fast enough to pick the shift up within milliseconds of it becoming available. Everything happens through the public web interface, so the script will have to handle login, schedule navigation, and any captcha or timing hurdles Amazon may insert. I’m happy for you to choose the stack—Playwright, Selenium, Puppeteer, Python, JavaScript, or whatever you believe will achieve sub-second reaction times—so long as the final solution can run headless on my own machine (Mac) or a small VPS and is straightforward to configure with my credentials. Acceptance criteria: • Captures an open shift within <1 second of its appearance during a live test • Allows a one-click command...

Django Micro-Job Platform - Final Polish & Messaging System Tech Stack: Django 6.0.1, Python 3.11, SQLite, Tailwind CSS (CDN), deployed on PythonAnywhere GitHub Repository: What I Need: Fix messaging system (messaging app) - real-time chat between job seekers and companies, proper message threading, read/unread status, notification badges Debug job application submission (applications app) - ensure "Apply Now" flow works end-to-end, applicants see confirmation, companies receive applications in dashboard Final UI/UX polish - ensure all 18 templates are responsive, fix any broken links/buttons, consistent styling with brand colors (midnight blue #0B1F3B, amber #E8A020) PythonAnywhere deployment verification - confirm WSGI config is correct, static

I’m building a Django-based e-learning site that delivers full courses through text lessons, embedded videos, and live assessments. The application must recognise two broad user groups: students and a range of staff accounts (admin, accountants, content creators, reviewers, HR, app support, etc.). Core requirements • Role-based access: a clean assignment system that lets me create granular permissions for every staff profile while isolating the student experience. • Learning flow: modules that display text and video seamlessly, followed by auto-graded or manually graded assessments. • Activity insight: dashboards that log enrolment, lesson progress, quiz scores, and general usage in real time. • Notifications: email or in-app alerts for ne...

...later. What I will hand over: • A concise description of the business context, the decision variables involved, and any hard limits or relationships that must hold. What I expect back: • A fully formulated LP model (objective function and constraints) expressed in standard mathematical notation. • A working solution file that can be run in either Excel Solver, LibreOffice Calc with Solver, Python (PuLP, Pyomo or similar) or another open-source tool—please specify your choice up front. • A short write-up (one to two pages) explaining the results, shadow prices and any sensitivity insights so I can understand how profit responds to changes in key parameters. Acceptance criteria: • Objective function must explicitly maximise profit; no surrogate...

I need a clean, minimalist logo for my company, Purpu Solutions. The core idea is simple: the letters “P” and “S” enclosed within a circle. The palette should balance a deep royal purple with elegant gold accents so the mark instantly feels trustworthy and refined. Please design the logo as vector artwork so it scales perfectly across print and digital use. Alongside the main version, include a reversed/light version and a monochrome option so I can place it over different backgrounds. Final files should cover AI, EPS, PDF, and high-resolution PNG. If the concept delivers that polished, reliable impression in these colors while staying strictly minimalist, it will be a perfect fit for the brand.

...them into complex dashboards. All conversation and data flow will happen inside WhatsApp, powered by a backend that exposes clean REST or GraphQL endpoints. Machine Learning sits at the core of the product: models have to analyse buyer intent in real time, recommend the most relevant properties, and even flag emerging market trends that can influence pricing or inventory strategy. I already have the product vision and early user stories; what is missing is the end-to-end build that ties WhatsApp Business API, the ML pipeline, a lightweight dashboard, and solid authentication together. Tech stack expectations • Backend in Python or Node.js with well-structured server logic and authentication • React / front layer for a simple owner dashboard (lead summaries...

... with budget planning as its core module. The goal is to give end-users an intuitive way to set up monthly or annual budgets, compare actual vs. planned figures in real time, and generate clear visual reports they can export to PDF or Excel. Key expectations • Simple, modern UI where users can create multiple budgets, assign categories, and set custom periods. • Automatic calculations of variances and percentage differences. • Dashboard with charts (bar, pie, line) for quick insights. • Secure local or cloud-based data storage with user authentication. • Import / export in CSV, XLSX, and PDF formats. • Clean, well-documented code (Python, JavaScript, or another mainstream stack is fine) so future modules—such as expense trac...

I’m looking for a developer who can build a Windows-based script that sits in the background 24/7, talks to the A...functional monitoring script or executable. 2. Simple configuration file or UI for login, email-based 2FA, and location filter (Whole Foods). 3. Live demo showing an instant offer surfacing inside my Amazon Flex app. 4. Installation guide and brief technical write-up. In your proposal, outline: • Total project price and timeline. • The core technologies or libraries you plan to use (e.g., Python + Selenium, REST polling, headless browser). • How you will persist the session to reduce 2FA prompts and pass Amazon’s security checks. I’ll release $150 upfront once we kick off, with the remainder due after I see a real offer ...

...each binary and identify the vulnerability (e.g., buffer overflow, format string, etc.) Develop a working exploit for each challenge Ensure the exploit works both locally and against the remote service Use Python (pwntools) for exploit scripts Deliverables: → working exploit for challenge 1 → working exploit for challenge 2 → explanation of vulnerabilities and exploitation steps → both flags obtained from the challenges Required Skills: Strong experience in binary exploitation (pwn) Familiarity with GDB / pwndbg / gef Experience with pwntools (Python) Understanding of protections such as NX, PIE, RELRO Prior CTF or reverse engineering experience preferred Please include in your proposal: Examples of similar CTF or pwn challenges you have solve...

Description: I have a fully functional Telegram Reward Bot running on Python (Telebot) with a PostgreSQL database on Railway. I am expanding this into a Web-based Task System (Task Point Media). What is already done: Full Telegram Bot logic and Database schema. User management and balance system. Basic Postback listener logic. What I need from you (The Expert): Web Bridge: Create a simple, high-speed PHP or Python web-dashboard that fetches User ID and Balance from my existing PostgreSQL DB via a secure URL token. Iron-Clad Security (Crucial): Device Fingerprinting: One device, one account only. VPN/Proxy Detection: Block all tasks if a user is on a VPN/Proxy (mandatory for CPA/AdMob/Unity). Anti-Fraud: Root/Jailbreak detection and Emulator blocking for the webview. SQL Injec...