Algorithm decoding işler
...Create a database for the chatbot to automatically respond to frequently asked questions. - **Order Status Checking:** Enable the chatbot to check order status by taking the order number and querying the API. 5. **Product Recommendation System:** - **Purchase History Analysis:** Develop a system to analyze customer purchase history and make recommendations accordingly. - **Recommendation Algorithm:** Customize ChatGPT to suggest products based on customer interests and shopping habits. 6. **Purchase Guide:** - **Guide Content:** Create a guide listing popular and suitable products within specific categories. - **Chatbot Integration:** Configure ChatGPT to access this guide content and provide recommendations. 7. **Order Processing and Tracking:** - **Order Pl...
it's very simple, we will adapt the same calculation algorithm on this site to a mobile application. i will do the design myself, icon and so on. It will be shared on Google play.
online rummikub okey tavla batak oyunu yaptırmak istiyorum. oyuna online olarak kayıt olunmalı oyuna ait mobil uygulama masaustu uygulama ve html5 ile web de çalışır halde olmasını istiyorum diğer ayrıntıları ve algoritmayı ve oyun özelliklerini anlatacağim ayrıca bu işi bana açık kaynak olarak vermenizi istemekteyim. I want to have an online ru...olunmalı oyuna ait mobil uygulama masaustu uygulama ve html5 ile web de çalışır halde olmasını istiyorum diğer ayrıntıları ve algoritmayı ve oyun özelliklerini anlatacağim ayrıca bu işi bana açık kaynak olarak vermenizi istemekteyim. I want to have an online rummikub okey backgammon game. I want the game to be online with the mobile application and html5. I will explain the other details and the algori...
make a similar comparison of two files make database queries similarity Make another in a long mp3 search mp3 file I need a DLL library to make them. "" program until the site should be a good algorithm Please refer to the attached file. the file will tell you better what I want.
make a similar comparison of two files make database queries similarity Make another in a long mp3 search mp3 file I need a DLL library to make them. "" program until the site should be a good algorithm Please refer to the attached file. the file will tell you better what I want.
In Turkish: ufak bir oyun projesi, Minimax algoritmasi kullanarak Alpha-Beta cutofflar dahil, bir dama oyunu. In English: A small game project, including using the Minimax algorithm Alpha-Beta puringfor a game of checkers. It's a desktop game using artificial intelligence principles.
I need a snappy, satirical video tailor-made for TikTok that will spark comments, shares, and follows. The humor should poke fun at a current trend or everyday situation—nothing slapstick, but smart, witty commentary wrapped in the classic quick-cut TikTok style. Here’s what I’d like in the final hand-off: • One vertical video (9:16), 15–30 seco...captions, and light-hearted sound effects synced to trending TikTok audio (royalty-free or platform-cleared). • A brief text doc listing any references or meme sources used so I can credit them in the caption. The clip should be platform-ready—no watermarks, no music that’ll trigger takedowns—so I can drop it straight into my feed. If you’ve handled TikTok comedy before and know how to...
I am launching a student-facing platform that combines three core features: • NEET score pre...consultant role later makes sense, build with that flexibility in mind. I am open to your preferred tech stack—whether that’s a modern JavaScript framework, Laravel, or a well-optimised WordPress setup—as long as performance is fast, code is clean, and future feature additions are easy. Please outline: 1. Your suggested architecture and tools. 2. How you will implement and test the predictor algorithm. 3. Timeline with key milestones from wireframes to launch. 4. Post-launch support or maintenance options. Quality UI/UX, solid security practices, and SEO-friendly structure are non-negotiable. Show me similar education or calculator projects you have deliver...
I'm looking for a creative and skilled content creator to produce Instagram reels aimed at increasing my followers. The reels should be educational, targeting young adults. Key Requirements: - Create eng...looking for a creative and skilled content creator to produce Instagram reels aimed at increasing my followers. The reels should be educational, targeting young adults. Key Requirements: - Create engaging educational content - Focus on topics that interest young adults - Use trending formats and music to boost visibility - Incorporate captions and graphics for clarity - Optimize for Instagram's algorithm Ideal Skills: - Experience with Instagram content creation - Strong understanding of educational topics for young adults - Video editing skills - Ability to analyze...
More details: Is this project for business or personal use? For starting a new enterprise What is the main purpose of the matchmaking website? Finding romantic partners What type of matching system do you want to implement? Algorithm-based matching
I want to hit Facebook’s monetization thresholds, but my funds are tight, so I’m looking for a creative partner who can handle the full cycle of content creation and curation—specifically videos. Here’s what I need: • Short-form and long-form videos planned, produced, and edited to suit Facebook’s algorithm and audience behavior. • A style that isn’t strictly educational, entertaining, or promotional—I’m after a fresh blend we can define together and iterate on quickly. • Consistent curation of trending clips, user-generated snippets, or royalty-free assets to keep the page active between original uploads. • Smart use of Facebook Creator Studio, Premiere Pro or similar tools to maintain quality while staying ...
...matters most to me: • Fast, seamless cuts and smooth transitions that keep the pace lively. • Bold, colorful captions and subtitles that pop on screen and match the tone of the content. • A dash of humor—whether that’s witty on-screen text, well-timed memes, or playful effects—to keep viewers engaged. • Whenever licensing allows, layering in trending music or sounds to tap into current algorithm boosts. Turnaround speed is crucial; ideally I’d like first drafts back quickly so we can iterate and post while the footage is still fresh. If your edits consistently hit the right energy and quality, I’d love to keep sending batches on a regular basis for a long-term collaboration. Deliverables for each video: 1. Finished 1080&ti...
Android and iOS app creation for muslim matrimony app similar to More details: What is the primary purpose of the app? Its about muslim matrimony app similar to Which core features are essential for your matrimony app? User profiles, Matchmaking algorithm, Chat functionality What kind of user profiles do you want to include? This question was skipped by the user
I need a facial recognition system integrated into drones for secure delivery services. The system is essential for verifying identities and ensuring secure access to delivery points. Key Requirements: - Develop a robust facial recognition algorithm. - Integrate the system with drone technology. - Ensure real-time processing and accuracy. - Provide a user-friendly interface for monitoring. Ideal Skills and Experience: - Expertise in AI and machine learning. - Experience with drone technology. - Background in security systems. - Strong software development skills. Looking for candidates who can deliver ASAP.
...someone who can take the idea from concept to production, covering both the customer-facing experience and the behind-the-scenes infrastructure. Here’s what the project needs to deliver: • A modern, mobile-first front-end with a clean, intuitive UI/UX • A secure, scalable back-end with REST/GraphQL APIs that power real-time messaging, appointment slots, consultation sessions, and a matching algorithm • Seamless payment-gateway integration (Razorpay, PayU, Stripe, etc.) for subscriptions and pay-per-booking transactions • Firewall configuration, WAF rules, and best-practice hardening baked into the stack • Cloud deployment—AWS, GCP, or Azure—with CI/CD so new features roll out smoothly nationwide • A detailed setup and de...
Job Title: Freelance Social Media Manager (Instagram Focus) – E-commerce Brand About Us: We are Aspiring Homes – a premium home furnishing brand focused on bedsheets and bedroom aesthetics. Taglin...premium branding Basic hashtag strategy Suggest content ideas and trends (Optional) Help with basic ad strategy What We’re Looking For: Proven experience managing Instagram pages (preferably e-commerce) Strong reel creation + storytelling skills Understanding of aesthetic / lifestyle content Ability to create content that drives engagement AND sales Basic knowledge of trends, hooks, and Instagram algorithm Important: Please apply ONLY if you can answer this: “How would you sell bedsheets using Instagram reels?” Also share: Links to 2–3 Instagram pages...
I need a robust, production-ready trend-following algorithm built on Zerodha’s KiteTicker WebSocket stream. The bot must read tick data for Sensex and Nifty option contracts in real time, identify directional breakouts, and fire fully automated orders through KiteConnect—no manual clicks. Alongside the fresh build, I want help ironing out up to ten nagging issues in my current codebase (think disconnections, mis-handled exceptions, or order-sync glitches). Clean, well-commented Python is preferred and I expect the final script, a concise README, and the set of fixes delivered together. Payment is released once everything runs live without errors on my end.
I'm looking for an experienced YouTube growth specialist to help increase the visibility and subscriber count for my current events channel aimed at adults. Key Requirements: - Edit video projects with a 72 hour turnaround time -...increase the visibility and subscriber count for my current events channel aimed at adults. Key Requirements: - Edit video projects with a 72 hour turnaround time - Optimize video titles, descriptions, and tags for SEO - Create thumbnails - Analyze and report on channel performance metrics Ideal Skills and Experience: - Prior knowledge in growing YouTube channels - Strong understanding of YouTube algorithm - Experience in content creation and audience engagement - Understanding of channel analytics Please share your portfolio and any relevant s...
I need a specialist who can lift my latest YouTube upload through purely organic tactics inside the platform itself. No paid ads or social blasts—just smart, data-driven SEO applied to the title, description, tags, and other metadata so the algorithm does the heavy lifting. What I’m after: • A concise audit pin-pointing where the current copy, tags, and thumbnail are holding the video back • A rewritten, keyword-rich description that reads naturally and aligns with YouTube’s latest best-practice guidelines • A fresh, research-backed tag set plus any recommended tweaks to the title, timestamps, captions, or thumbnail that could bolster click-through-rate and watch time • A brief summary report explaining the changes, the rationale, and the...
Android and iOS app creation for muslim matrimony app similar to More details: What is the primary purpose of the app? Its about muslim matrimony app similar to Which core features are essential for your matrimony app? User profiles, Matchmaking algorithm, Chat functionality What kind of user profiles do you want to include? This question was skipped by the user
...recording when required 3. Video Editing Edit reels with strong hooks, smooth transitions, and engaging pacing Add subtitles, motion graphics, music, and effects aligned with trending formats Optimize content for Instagram (aspect ratio, duration, retention strategy) 4. Social Media Execution Collaborate on reel posting strategy (timing, captions, hashtags) Understand what works on Instagram algorithm (retention, hooks, trends) Suggest improvements based on reel performance 5. Brand Alignment Maintain a consistent visual identity and premium look across all content Ensure all content reflects the company’s design philosophy and positioning Requirements 1–3+ years experience in videography and editing (preferably for social media) Strong portfolio showcasing reels/shor...
...outlining how we will track sales lift, including pixel or conversion-event setup notes. • Implementation roadmap that lets an in-house or outsourced team execute without guesswork. If you see opportunities to weave in email or SEO later, point them out, but the deliverable must stay laser-focused on social channels that move the revenue needle right now. Please base recommendations on the latest algorithm updates, ad policies, and best-practice tools such as Meta Business Suite, TikTok Ads Manager, and any analytics dashboards you rely on....
...posts per month (2/day) 30 company page posts per month (1/day) Monthly growth strategy + optimization insights Consistent audience growth and engagement improvement Ideal Freelancer Expert in LinkedIn personal branding and ghostwriting Strong understanding of global economics, geopolitics, business trends Proven experience growing executive/founder LinkedIn profiles Deep knowledge of LinkedIn algorithm and virality mechanics Ability to think like a consulting-level content strategist (BCG/Deloitte style thinking) Engagement Type Monthly retainer (long-term collaboration preferred) Initial setup + continuous monthly management...
...times must feel instant and intuitive. Fast-forward, rewind, bookmarking, and clip export are features I would consider once the basics are in place. Technical notes Please choose the framework you are most productive with—native Swift/Kotlin, Flutter, React Native, or another cross-platform SDK are all acceptable as long as the UI looks consistent and the codebase can be maintained. H.264/H.265 decoding, RTSP/ONVIF compatibility, and HTTPS authentication will likely come into play, so experience with video streaming libraries (FFmpeg, WebRTC, or similar) is important. Deliverables 1. Source code with build instructions for both platforms 2. Signed builds ready for TestFlight and Google Play internal testing 3. Brief user guide and API/SDK documentation for future mai...
...spot the gaps, and hand me a clear, actionable roadmap I can start using right away. After you’ve had a good look at the channel analytics, thumbnails, titles and watch-time data, I want practical guidance I can apply video by video. Think proven tactics for boosting click-through rate, retaining viewers past key drop-off points, getting subscribers, maximizing YouTube shorts and getting the algorithm to surface my interviews more often. Collaboration will be remote, but I’m happy to supply any stats, raw footage or backend access you need for a thorough audit. Deliverables I expect: • A written channel audit highlighting strengths, weaknesses and quick wins • Keyword and topic research tied to my interview format • Suggests verticals to target &b...
I need a single .img file that I can flash straight to a micro-SD, slot into a Raspberry Pi 4, power on, and start mining—no extra setup, no internet connection, just plug-and-play. The image must boot directly into an advanced graphical interface that lets me monitor hashrate, temperature, accepted shares, pool status, ...Raspberry Pi 4 image (.img) • On-screen setup wizard and advanced GUI dashboard • Pre-configured miners for SHA-256, Ethash, Cryptonight (cgminer, bfgminer, xmrig or comparable) • Clear README detailing flashing steps, default credentials, and how to add or change pools/coins I will consider the job complete once the Pi boots unattended into the GUI, successfully joins a test pool for each algorithm, and mines at the expected hashrate...
I’m producing a new entertainment-focused YouTube video and I need a sharp, engaging script that keeps viewers hooked from the opening hook to the final call-to-action. The format is flexible—think sketches, witty commentary, or a narrative bit of storytelling—but it must feel native to YouTube: punchy pacing, clear segment breaks, and room for on-screen v...B-roll or graphics where they’ll elevate the joke. Because there’s no immediate deadline, you’ll have space to polish the beats, refine comedic timing, and iterate with me until the tone lands perfectly. Final delivery can be a Google Doc or properly formatted PDF—whatever you’re most comfortable with—as long as it’s easy for my production team to annotate. Let’s create...
...COMPANY OWNER AND NUMISMATIST. MY BEST CUSTOMERS ARE THE MOST KNOWLEDGABLE COLLECTORS AND INVESTORS. The following is ai written I am sure: Here’s the workflow I have in mind. You’ll start with a technical and competitor audit, translate those findings into on-page fixes—meta tags, schema, internal links—then roll out a white-hat link-building and content-optimization campaign tuned to Yahoo/Bing algorithm nuances. Weekly reports should show movement for our agreed keyword set so we can course-correct fast if needed. Deliverables TOP TEN RANK FOR RARE COINS ,OTHER KEY WORDS FOR RARE COIN BUSINESS • Comprehensive technical + competitor audit (PDF) • Keyword map with current vs. target positions • On-page change log, ready for my dev team &...
...Facebook pages for years now. We have worked hard to perfect our content, reaching the perfect target audience and customer base. We frequently see our posts go viral, always with our target audience. PROBLEM: In mid March this suddenly changed with a single reel. The algorithm pushed one of our reels to go viral in overseas regions we do not do business with. Since this event, everything has changed. Meta keeps sharing our posts to random, overseas audiences we don’t ship to, and it’s hurting reach, engagement and sales. The algorithm is consistently pushing new content to these audiences, while hiding it from our niche audience and current followers. Even our searches and explore pages have been altered, displaying primarily overseas pages. We are getting s...
Job Title: Sales Representative / Business Development (High Commission) About Criador Kosmos Criador Kosmos is a next-generation social media marketin...and social media management services. Schedule meetings/calls between brand decision-makers and our technical team. Manage the relationship until the contract is signed. Who You Are You have experience in Sales, Business Development, or PR. You have an existing network of brand managers, marketing directors, or business owners. You understand the Instagram ecosystem (Influencers, Reels, Algorithm). You are a self-starter who doesn't need hand-holding. Why Join Us? We have a specialized team ready to execute the work; we just need you to open the doors. If you are well-connected in the marketing space, this is an easy hi...
I need a registered patent practitioner to transform my AI-driven gaming algorithm innovations into a fully-fledged, filing-ready patent application. The core of the invention lies in novel algorithmic techniques that enhance in-game decision making and adaptability, so the claims must spotlight those computational advances rather than hardware or user-interface elements. Where I’m starting: I have a handful of legal notes and references (“Law”) but no formal write-up yet. You will therefore guide the entire process—prior-art search, claim strategy, detailed specification, flow-chart style drawings, and formatting to USPTO standards. Experience with software and artificial-intelligence patents is essential; familiarity with gaming technology terminology and ...
Job Title: Sales Representative / Business Development (High Commission) About Criador Kosmos Criador Kosmos is a next-generation social media marketin...and social media management services. Schedule meetings/calls between brand decision-makers and our technical team. Manage the relationship until the contract is signed. Who You Are You have experience in Sales, Business Development, or PR. You have an existing network of brand managers, marketing directors, or business owners. You understand the Instagram ecosystem (Influencers, Reels, Algorithm). You are a self-starter who doesn't need hand-holding. Why Join Us? We have a specialized team ready to execute the work; we just need you to open the doors. If you are well-connected in the marketing space, this is an easy hi...
Job Title: Sales Representative / Business Development (High Commission) About Criador Kosmos Criador Kosmos is a next-generation social media marketin...and social media management services. Schedule meetings/calls between brand decision-makers and our technical team. Manage the relationship until the contract is signed. Who You Are You have experience in Sales, Business Development, or PR. You have an existing network of brand managers, marketing directors, or business owners. You understand the Instagram ecosystem (Influencers, Reels, Algorithm). You are a self-starter who doesn't need hand-holding. Why Join Us? We have a specialized team ready to execute the work; we just need you to open the doors. If you are well-connected in the marketing space, this is an easy hi...
I’m building a smart fitness companion that adapts every workout to how much discomfort a user is feeling that day. The core of the product is an algorithm that generates personalized plans, asks the user to rate their pain on a simple in-app scale, and then adjusts intensity, exercise selection, and rest periods automatically. Over time it should learn from completed sessions and update routines while presenting clear progress trends so the user can see where they’re improving without aggravating problem areas. Here’s what matters most: • Personalized fitness plans generated by AI. • Live pain-level monitoring through self-reported scales (no wearables in the first release). • Visual progress tracking that highlights correlations between pain...
...• Live ride tracking using WebSockets. • Ride status state machine enforcement. • Trip route recording system. • Ride completion processing logic. • Cancellation logic with penalty enforcement. • Ride history management. • Ride receipt generation (PDF / Email). 3. Geolocation & Matching Engine • Real-time driver location tracking. • Geospatial indexing implementation. • Nearest driver search algorithm. • Dynamic driver ranking logic. • Surge zone detection engine. • Multi-region support architecture. • Geo-fencing configuration. 4. Rider Application Features • Fare estimation prior to booking. • Multiple ride categories (standard / premium / XL, etc.). • Scheduled ride booking capability. &bu...
Responsibilities Manage and grow social media (primarily Instagram) Stay on top of trending formats, algorithm shifts, and viral content styles Edit long & short-form videos (Reels, Shorts, TikTok) Repurpose long-form content into multiple short clips Edit podcasts, solo talk videos, vlogs, and behind-the-scenes content Identify strong hooks and viral moments from raw footage Assist with posting, captions, and content scheduling
My site’s only trouble spot right n...rarely match the items selected. I need that logic reviewed and corrected—accurate subtotals, discounts, taxes and the final total must all reconcile without manual tweaks. Shipping label printing is also not working and will need to be corrected. While you are inside the codebase, please also move the “Store” section so it appears directly on the product page. Deliverables • Cart page pricing algorithm repaired and fully tested (unit + live checkout) • “Store” component repositioned on every product page with no broken styling or links Acceptance Everything is complete when a test purchase flows end-to-end with perfect price calculations, and the relocated “Store” loads correctl...
...cleaning and preprocessing: handle missing values, encode categorical variables, standardise or normalise where needed and document every step so the workflow is fully reproducible. A brief exploratory analysis should follow to highlight key attrition drivers and verify data quality before modelling. For the classifier, I’d like you to focus on K-Nearest Neighbours. If you find that another algorithm beats KNN convincingly, feel free to present the comparison—but please include KNN in the final report. Train, tune and validate the model, then evaluate it with accuracy, precision, recall, F1 and ROC-AUC. I expect a concise explanation of hyper-parameter choices and cross-validation results. Visual insights are important to the management team, so be sure to include: ...
...with equal attention to each channel. The spotlight is on short-form video—YouTube Shorts plus Instagram Reels and Stories—because that’s where I see the highest potential for quick audience gains. My single, clear metric for success is a steady rise in quality followers who are genuinely interested in my content. Here’s what I need from you: • A concise promotional strategy that plays to the algorithm strengths of each platform while keeping brand voice consistent. • End-to-end execution—optimised captions, hooks, thumbnails, hashtags, and scheduling—built around Stories/Reels and Shorts. • Smart use of paid boosts or influencer collaborations when organic reach alone isn’t enough. • Weekly insights: follower ...
...subscribers and engagement * Promote videos through social media, communities, and relevant platforms * Suggest content ideas based on trends in the security industry * Monitor analytics and provide weekly/monthly performance reports * Run and manage YouTube Ads (if required) **Requirements:** * Proven experience in YouTube channel growth and promotion * Strong knowledge of YouTube SEO and algorithm * Experience with service-based or B2B channels preferred * Ability to deliver real and organic growth (no bots or fake traffic) * Good communication and reporting skills **Engagement Type:** * Monthly contract (long-term preferred) **Expected Deliverables:** * Subscriber growth * Improved video reach and watch time * Consistent engagement (likes, comments, shares) **Budget:** ...
Every week I drop a folder of raw vertical clips and expect them to come back as punchy 15-60-second YouTube Shorts that feel fresh, fast and built for the algorithm. The visual tone is trendy and visually appealing rather than comedic or tutorial-heavy, so pacing, colour work, and sound design all need to push the viewer to keep watching until the very last frame. Smooth, creative transitions are non-negotiable; they should stitch shots together in a way that feels native to TikTok/Reels culture without looking over-produced. If you have clever ideas for motion graphics, text call-outs, or light animation flourishes, feel free to suggest them—although the core brief is transitions first. I shoot in 4K 60 fps; you’ll receive the footage in a Google Drive folder along w...
Muslim matrimony app development like but only for muslim community. More details: Which platforms do you want the app to be available on? Both iOS and Android What key features do you want in the app? User profiles with photo upload, Matchmaking algorithm, In-app messaging Do you require a user verification process? Phone number verification
...organic traffic has suddenly fallen even though I have not rolled out any design tweaks or content updates for months. I can grant full access to Google Analytics (and, if you ask, Search Console) so you can dig into the numbers, spot patterns, and tell me exactly why the decline happened. What I need from you is a concise, data-driven report that: • Pinpoints the root causes of the drop (algorithm shift, technical error, on-page issue, backlink loss, etc.). • Outlines the evidence you found in Analytics and any supporting tools you prefer to use. • Provides clear, prioritized recommendations I can implement right away to regain and grow traffic. Please include in your bid the methods and tools you’ll rely on, the sections you plan to cover (techn...
...a steady source of local enquiries and bookings, and I need an SEO expert who can make that happen. My single, clear objective is to generate more leads from nearby prospects, so every tactic you propose should ultimately push qualified visitors to call, complete a form, or walk through the door. Google is the search engine that matters for me, so I’m looking for someone who knows its local algorithm inside out—think Google Business Profile optimisation, high-intent location-based keywords, locally relevant backlinks, on-page structure that highlights our service area, and conversion-focused content that answers real customer questions. Here’s what success looks like for this project: • A noticeable jump in local rankings on Google for our primary and s...
...that spotlight Ronaldo’s goals and signature moments. The look I’m after is cinematic rather than chaotic—hard edits, smooth transitions, tasteful slow-motion segments, subtle motion blur, and light color grading that makes the red of the Portugal or Man United kit pop on small screens. Beyond the visuals, I’m aiming to grow the account to at least 5 k followers. If you understand Instagram’s algorithm shifts, optimal reel length, caption hooks, and hashtag stacking, your insight will be just as valuable as your editing chops. Advice on posting frequency, trending audio, and collaborations with similar sports pages will be welcome. Deliverables • 3–4 reels per week (15–30 s each) edited in After Effects, exported in 9:16, ready...
For my e-commerce store, I need the WhatsApp Business API set up end-to-end and then extended with a “coasting” flow that sends automated, algorithm-driven product recommendations to shoppers. Scope of work • Register and verify the WhatsApp Business number, configure webhooks, and upload the initial message templates so I can start sending approved notifications right away. • Build or connect an algorithm that selects products automatically—no manual curation—based on browsing or purchase behaviour and pushes those items through WhatsApp at the right moments in the customer journey. • Ensure the flow is compliant with WhatsApp’s commerce policy, allows easy opt-in/opt-out management, and logs message performance so I can tr...
...Class imbalance (SMOTE already applied) Feature engineering: Load Stress Maintenance Overdue Failure Risk Score Criticality Index 3. Synthetic Data Generation Generate additional fault scenarios using Monte Carlo simulation Based on DGA gas ratios (IEC standards) Validate synthetic data (e.g., KS test) 4. Optimization and Simulation Develop maintenance scheduling models: Baseline approach Greedy algorithm Integer Programming (PuLP or similar) Integrate machine learning predictions into scheduling decisions 5. Analysis and Results Compare AI-based maintenance with traditional methods Perform cost-benefit analysis (target improvement: 10–15%) Conduct sensitivity analysis Technical Requirements: Python (mandatory) scikit-learn, pandas, numpy Optimization libraries (PuLP or OR-...
...(SMOTE already used ~87:13 → ~60:40) Feature engineering (already defined but may refine): Load Stress, Maintenance Overdue, Failure Risk Score, etc. 3. Synthetic Data Generation Generate additional fault data using Monte Carlo simulation Based on DGA gas ratios (IEC standards) Validate distribution (e.g., KS test) 4. Optimization & Simulation Develop maintenance scheduling: Baseline model Greedy algorithm Integer Programming (PuLP or similar) Integrate ML outputs into scheduling decisions 5. Analysis & Results Compare: AI-based vs traditional maintenance Perform: Cost-benefit analysis (target ~10–15% improvement) Sensitivity analysis Tech Stack Required: Python (must) scikit-learn, pandas, numpy Optimization tools (PuLP / OR-Tools) Jupyter Notebook Experienc...
...ranking; I am not looking for broad content work or a full-site overhaul right now—just authoritative, white-hat backlinks that move the needle for the main URL. Target phrases you will be helping me rank for include: • “LeetCode Company Tags Free” • “LeetCode Premium Alternative” • “18 DSA Patterns Cheat Sheet” • “Free DSA Prep Tool India” • “LeetCode Pattern Detection Extension” • “DS Algorithm Pattern Recognition” • “LeetCode premium alternative” • “LeetCode patterns” Because the site serves a global developer audience, links from programming blogs, tech news outlets, university CS departments, coding-boot-camp resour...