A Software Engineer who is genuinely passionate about coding, I like to make boring tasks automated. ✔️ 4+ Years of Software Development ✔️ 5+ Years of Web Scraping, Automation and Bot Development ✔️ 3+ Year of Web Development I have expertise in the following: ✔️ Software Engineering, Backend Development, and Automation Engineering ✔️ Python Development, Scripting, and Task Automation ✔️ Web Scraping, Web Crawling, Data Extraction, Parsing, ETL Pipelines ✔️ BeautifulSoup, lxml, Scrapy, Requests, aiohttp, httpx ✔️ Selenium, Playwright, Puppeteer, RPA, Browser Automation, Bot Development ✔️ TLS-Client, curl_cffi, rotating proxies, anti-bot and fingerprint-aware scraping ✔️ FastAPI, Flask, Django, REST API Development, API Integration, Webhooks, Microservices ✔️ Databases and Data Modeling, PostgreSQL, MySQL, SQLite, SQL Optimization ✔️ Distributed and async systems, asyncio, concurrent.futures, background workers ✔️ Workflow Automation, Zapier, Make (Integromat), n8n, API-based automations ✔️ LLM and Generative AI Apps, OpenAI API, Anthropic, Hugging Face ✔️ AI Agents and Agentic Workflows, LangChain Agents, LangGraph, LlamaIndex Agents, OpenAI Assistants-style tool calling ✔️ CrewAI, AutoGen, Haystack (agent + RAG workflows), tool calling, function calling, structured outputs ✔️ RAG pipelines, vector databases, embeddings, retrieval, reranking ✔️ Data Processing, Pandas, NumPy, data cleaning and validation ✔️ Deployment and DevOps, Docker, Linux servers, CI/CD, monitoring and logging ✔️ Testing and Quality, pytest, unit tests, integration tests, debugging, refactoring ✔️ C# and VB NET Development, Desktop Applications, Windows Services, automation tools I am passionate about providing my clients with innovative design and development support. I know that user experience is everything to understand your customers and connect them with your business.

Professional Experiences: - Tons of data scraping & data analysis with satisfied clients in Upwork - Backend Engineer at one of the biggest ecommerce in South East Asia (Shopee) - Data Scientist at one of biggest agri-tech startup in South East Asia 🌟 I will do research, prototyping, and testing on top of programming. I will make sure to deliver the best solution for your problem! Feel free to contact and discuss with me. Several Data Science Projects that I'm experienced with: ✅ Time Series Forecasting and Analysis ✅ Data Scraping ✅ Product matching ✅ Price Competitiveness ✅ Text Classification (and Processing) ✅ Image Classification (and Processing) STACKS USED Python Libraries: 🔵 Data Processing: Pandas, Numpy, Scipy 🔵 Data Scraping: BeautifulSoup4, Selenium 🔵 Data Visualization: Matplotlib, Seaborn, Plotly 🔵 Image Processing: OpenCV, Scikit-Image, Pillow 🔵 Machine Learning: Scikit-Learn, PyCaret 🔵 Deep Learning: Tensorflow, Pytorch 🔵 Forecasting / Time Series Processing: Statsmodels, pmdarima, Prophet, TSFresh, GluonTS, Darts, Pyro 🔵 Other Data Science Related Libraries: Fuzzywuzzy, Jellyfish 🔵 User Interface: Tkinter Dashboards and Alerting: 🟢 Tableau 🟢 DOMO

𝐈 𝐛𝐮𝐢𝐥𝐝 𝐚𝐝𝐚𝐩𝐭𝐢𝐯𝐞 𝐟𝐮𝐥𝐥-𝐬𝐭𝐚𝐜𝐤 𝐀𝐈 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 𝐟𝐨𝐫 𝐬𝐭𝐚𝐫𝐭𝐮𝐩𝐬 𝐭𝐡𝐚𝐭 𝐠𝐨 𝐟𝐫𝐨𝐦 𝐢𝐝𝐞𝐚 𝐭𝐨 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐰𝐢𝐭𝐡𝐢𝐧 𝐝𝐚𝐲𝐬, 𝐬𝐜𝐚𝐥𝐞 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐭𝐥𝐲, 𝐚𝐧𝐝 𝐝𝐞𝐥𝐢𝐯𝐞𝐫 𝐫𝐞𝐚𝐥 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐢𝐦𝐩𝐚𝐜𝐭. I am a versatile full stack developer with extensive experience on both the client side and backend. Known for my problem-solving skills and ability to implement efficient processes, I thrive in collaborative environments where my feedback and suggestions are valued, and I equally appreciate honesty and constructive feedback from my teammates. 🔧 𝐓𝐞𝐜𝐡𝐧𝐢𝐜𝐚𝐥 𝐒𝐭𝐚𝐜𝐤: - Core: Python, SQL, FastAPI, Flask, Django, Streamlit - AI/ML: Scikit-Learn, PyTorch, TensorFlow, CrewAI, LangChain, OpenAI API, Google Gemini API, Anthropic Claude API - Data: Pandas, NumPy, Plotly, Selenium, Beautiful Soup - Infrastructure: Docker, Git, AWS, GCP, Vector Databases - Automation: n8n, Make.com, Zapier, Custom APIs and web hooks 🎯 𝐖𝐡𝐲 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 𝐖𝐨𝐫𝐤 𝐖𝐢𝐭𝐡 𝐌𝐞 • Deep expertise in AI integration and scalable software architecture • Transparent communication and timely delivery • 100+ successful projects across industries including HealthTech, Fintech EdTech, SaaS, and E-commerce 𝐒𝐞𝐫𝐯𝐢𝐜𝐞𝐬 𝐈 𝐎𝐟𝐟𝐞𝐫: • Fine-tuning Large Language Models (LLMs) • Building intelligent chatbots and AI agents • AI-powered image enhancement and marketing materials • Retrieval Augmented Generation (RAG) and function calling • Building AI Agents with accurate state management and running on cloud infrastructure. 𝗟𝗲𝘁'𝘀 𝗰𝗼𝗹𝗹𝗮𝗯𝗼𝗿𝗮𝘁𝗲 𝗮𝗻𝗱 𝗺𝗮𝗸𝗲 𝗔𝗜 𝘄𝗼𝗿𝗸 𝗳𝗼𝗿 𝘆𝗼𝘂. 𝗧𝗵𝗲 𝗳𝘂𝘁𝘂𝗿𝗲 𝗶𝘀 𝗔𝗜, 𝗮𝗻𝗱 𝗜'𝗺 𝗵𝗲𝗿𝗲 𝘁𝗼 𝗴𝘂𝗶𝗱𝗲 𝘆𝗼𝘂 𝘁𝗵𝗿𝗼𝘂𝗴𝗵 𝗶𝘁. 🚀 Ready to take your project to the next level? Let's chat!

👋 Hi, I’m a Python & JavaScript Developer specialising in Web Scraping, Automation, and AI-driven Data Solutions. I’ve spent the last 5+ years turning ideas into production-ready products — from simple tools to fully automated, scalable systems. I love solving challenging problems using clean, efficient code. I work full-time as a freelancer and have completed projects individually and as part of expert teams. Whether you need high-volume data extraction, AI-powered workflows, automations, or backend systems — I can deliver reliable, production-ready solutions. ⭐ What I Do Best 1. Web Scraping & Data Extraction (My Core Speciality) High-quality scrapers for: ✔ Real Estate ✔ Jobs Portals ✔ Financial/Stock/Market Data ✔ E-commerce Sites ✔ News/Media Websites ✔ Web Apps (SPA / dynamic JS) ✔ Social-media platform Tech I use: Scrapy, Playwright, Selenium, Apify, Zyte, Rotating Proxies, Anti-bot Bypassing, CAPTCHA Solving. I can scrape ANY website — Cloudflare, JS-heavy, anti-bot protected, you name it. 2. AI, LLM & NLP Integration I build AI-powered workflows, agents, and automations using: ✔ LangChain ✔ LangGraph ✔ Model Context Protocol (MCP) ✔ Vector Databases (FAISS, ChromaDB, Pinecone) ✔ OpenAI / Gemini / Llama models ✔ Retrieval-Augmented Generation (RAG) ✔ Text Extraction + NLP ✔ AI Data Analysis Pipelines Examples: → Convert scraped data into insights using AI → Build chatbots/tools that interact with your databases → Create automated data analysts → Natural-language-to-SQL pipeline for dashboards 3. Backend & Web Development ✔ Django, Flask, FastAPI ✔ API creation & integration ✔ Authentication, caching, queue systems ✔ Full-stack MVP development ✔ Deployment on AWS/GCP/DigitalOcean 4. Automation Solutions ✔ Google Sheets / Drive automations ✔ SmartSheet automations ✔ Email parsing + email bots ✔ Selenium & Playwright bots ✔ Telegram / Discord / Reddit Bots ✔ Workflow automation (Zapier, Make, HubSpot API) 5. DevOps & Cloud ✔ Docker & Docker Compose ✔ Airflow pipelines ✔ Scrapyd deployment ✔ AWS Lambda, EC2, S3, CloudWatch ✔ GCP Cloud Functions ✔ CI/CD pipelines (GitHub Actions, Azure DevOps, Jira) 6. Databases & Data Handling ✔ PostgreSQL, MySQL, MongoDB, Redis ✔ SQLAlchemy, ORM ✔ Data cleaning, processing, and transformation ✔ PDF data extraction with pdfminer, pdfplumber, wkhtmltopdf 💼 Technologies & Tools I Use Daily Languages: Python Scraping: Scrapy, Playwright, Apify, Selenium, Zyte AI & LLM: LangChain, LangGraph, MCP, vector DBs, OpenAI APIs Automation: SmartSheet, Google Apps Script, Zapier Web Dev: Django, Flask, FastAPI, React Cloud: AWS, GCP DevOps: Docker, Airflow, Git, GitHub, CI/CD Data: pandas, NumPy, NLP tools Bots: Telegram, Discord, Reddit Other: Email parsing, QR code development, Streamlit dashboards 🚀 Why Clients Work With Me ✔ I deliver production-level, scalable solutions ✔ I can handle complex scraping + anti-bot challenges ✔ I understand AI workflows and how to integrate them into real applications ✔ I communicate clearly and respond quickly ✔ I think like a problem solver — not just a coder 🤝 Let’s Work Together If you have an idea, a complex scraping need, or a task you want automated, I can help turn it into a reliable system. Feel free to invite me. I’d love to discuss your project. 😊

🎁𝗔 𝟭𝟬𝟬% 𝗿𝗲𝗳𝘂𝗻𝗱𝗲𝗱 𝗶𝗳 𝗜 𝗰𝗮𝗻'𝘁 𝗱𝗲𝗹𝗶𝘃𝗲𝗿. 𝗡𝗼 𝗾𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀 𝗮𝘀𝗸𝗲𝗱! 𝗛𝗲𝘆 𝗜'𝗺 𝗨𝗺𝗲𝗿 𝗭𝗼𝗵𝗮𝗶𝗯! 🚀 Turning Complex Data into Clear, Actionable Insights | Analytics Engineer & Data Visualization Expert Do you struggle with messy, unorganized data that doesn’t tell the full story? Or dashboards that fail to provide meaningful insights? That’s where I come in. I’m an experienced Analytics Engineer with 5+ years of expertise in data modeling, transformation, and visualization. My focus is on building clean, reliable data pipelines and designing interactive dashboards that transform raw data into powerful business intelligence. ✅ What I Can Help You With → Data Modeling & Transformation Build scalable ELT/ETL pipelines using SQL, dbt, and Python to ensure high-quality, analytics-ready datasets. → Data Warehousing Design and manage cloud-based data warehouses (Snowflake, BigQuery, Redshift) with governance, lineage, and scalability in mind. → Dashboard Development Create visually appealing, interactive dashboards in Power BI, Tableau, and Looker that provide real-time insights. → Data Storytelling Translate raw data into intuitive reports that highlight trends, KPIs, and actionable business opportunities. → Automation & Reporting Set up automated reporting workflows to save time and reduce manual effort. 🛠 Tech Stack & Tools Languages & Transformation ✔ SQL, Python (Pandas, NumPy), dbt, Apache Airflow Data Warehousing ✔ Google BigQuery, Snowflake, Amazon Redshift, PostgreSQL Visualization & BI Tools ✔ Tableau, Power BI, Looker, Metabase, Data Studio Collaboration & Version Control ✔ Git, GitHub, Jira, Confluence Cloud Platforms ✔ AWS, Google Cloud Platform (GCP) 🎯 Why Work With Me? - 5+ years of experience in analytics engineering and visualization projects - Strong blend of technical data skills and design sense for impactful dashboards - Deliver well-documented, scalable solutions that your team can rely on long-term - Clear communication, reliable project delivery, and client-focused mindset

Hey there, I'm Tyler, with 10+ years hands-on software AI/ML and data engineering experience, I build and scale intelligent systems that bridge the digital and physical worlds - from autonomous robots in fulfillment centers to foundation-model-powered agents optimizing global operations. Currently, I serve as Principal Tech Product Manager, AI & Robotics at Amazon, where I lead the engineering and product strategy for the core AI infrastructure powering our fulfillment network. My team focuses on bringing foundation models and custom agent frameworks and services into production to solve Amazon's most complex operational challenges - driving efficiency and intelligence at global scale. Before transitioning into AI development, I helped launch and scale multiple robotics systems that now operate across Amazon's network from warehouse automation to perception and mobility platforms that redefined how machines and people collaborate in physical space. Prior to Amazon, I helped build and scale two venture-backed e-commerce startups, where I led product and technology. Those experiences shaped a very practical approach to technology: scalable systems, measurable outcomes, and engineering tightly aligned with real business impact. Technical Skills: 1. Core Programming Languages Python, SQL, Java, R, Go 2. AI / Machine Learning PyTorch, TensorFlow, Scikit-learn, Hugging Face Transformers, spaCy, NLTK, OpenCV, YOLO, Pandas, NumPy, Jupyter, CUDA 3. LLM / Generative AI LangChain, LangGraph, LlamaIndex, OpenAI API, Anthropic API, vector embeddings, Pinecone, pgvector 4. Data Engineering Pandas, SQL, PostgreSQL, MySQL, SQL Server, Oracle, MongoDB, Redis, AWS S3 5. Data Platforms & Warehousing BigQuery, Databricks 6. MLOps / AI Infrastructure Docker, Kubernetes, MLflow, GitHub Actions Feel free to reach out to me, and let's think through the problem together!

Are you looking to integrate custom LLM Agents, ChatGPT/Claude/Gemini, or highly accurate RAG pipelines into your systems without the operational complexity? I build deterministic, scalable, and cost-optimized AI solutions that drive real business value—from initial concept to full AWS deployment. I am a Full-Stack AI/ML Engineer who bridges the gap between cutting-edge Artificial Intelligence and robust software engineering. I don't just train models in notebooks; I conceptualize, design, develop, test, refine, and deploy AI systems that integrate seamlessly into your existing software infrastructure. My approach focuses on solving the biggest bottlenecks in modern AI: reducing API costs, eliminating latency, preventing hallucinations, and lowering operational complexity. Whether you need a custom LangGraph multi-agent system, an intelligent CRM integration, or a scalable backend API, I build solutions with scalability, speed, and maintainability in mind. CORE EXPERTISE & HIGH-DEMAND SOLUTIONS I BUILD: LLM Integrations & Advanced Agentic Workflows • API Integrations: Deep expertise in OpenAI's ChatGPT, Anthropic's Claude, Google's Gemini, and open-source models (Qwen, Llama, Mistral). • Agent Architectures: Building complex, multi-agent systems using LangGraph and custom frameworks. • Cost & Speed Optimization: Implementing model routing, response caching, and prompt engineering to keep API costs down while maximizing speed. • Deterministic AI: Forcing LLMs to produce structured, predictable outputs using Pydantic, JSON schemas, and function calling. • Smart Feature Extraction: Offloading tasks from expensive LLMs to efficient algorithms whenever possible to save you money and ensure accuracy. RAG Pipelines & Intelligent Data Processing • Enterprise RAG: Building Retrieval-Augmented Generation systems (document ingestion, hybrid retrieval, response generation) with extreme accuracy and consistency. • Vector Search: Implementing advanced search algorithms using Vector Databases (Pinecone, Chroma, etc.). • Document Parsing & OCR: Extracting actionable data from PDFs, Word docs, Excel, CSVs, and integrating them into your AI systems. AI Automations & Third-Party Integrations • Workflow Automation: Building no-code/low-code pipelines using n8n, Make, and Zapier to create end-to-end AI-powered workflows. • Platform Integrations: Connecting AI agents to Slack, ClickUp, WhatsApp, Twilio, Shopify, Amazon, Monday, Notion, Airtable, HubSpot, Salesforce, Zapier, Make, Google Workspace, Microsoft Teams, Discord, Telegram and existing CRMs to automate business management. • Webhooks & Custom APIs: Developing secure webhooks to route data flawlessly between platforms. Voice AI & Computer Vision • Speech-to-Text & Text-to-Speech: Integrating state-of-the-art voice pipelines (WhisperX, Faster-Whisper, Deepgram, ElevenLabs, Retell, Pyannote for speaker diarization). • Computer Vision: Developing comprehensive Deep Learning solutions including Object Detection (YOLO architectures), Image Classification, Facial Recognition, and Semantic Segmentation (DeepLabV3+). Expertise in PyTorch/Torchvision frameworks and building robust image processing pipelines with OpenCV. Data Science, Predictive ML & LLMOps • Predictive Analytics: Beyond GenAI, I utilize the Python data stack (Pandas, NumPy, Scikit-learn, XGBoost) for deep data analysis, forecasting, and classification on structured business data. • Security & Monitoring: Ensuring enterprise data privacy by deploying air-gapped local LLMs (Ollama, vLLM) and using LLMOps tools (LangSmith) to track agent behavior, rigorously evaluate RAG accuracy, and prevent prompt injections. Full-Stack Deployment, MLOps & Cloud Infrastructure • Backend Development: Writing powerful Python scripts and building ultra-fast APIs with Python FastAPI. • Cloud & DB: Deploying on AWS (EC2, S3, RDS, Lambda) with PostgreSQL and MongoDB architectures. • Containerization & Optimization: Dockerizing applications, utilizing ONNX and Quantization techniques to run heavy ML models on CPU for maximum cost efficiency. • Frontend/Dashboards: Creating interactive UIs with Streamlit for quick demonstrations and internal tools. PROVEN TRACK RECORD: As a graduate of Software Engineering and a highly prestigious, government-backed AI & Technology Academy, I thrive in high-pressure, results-oriented environments. My portfolio includes fully deployed systems such as: • AI-Powered Background Removers with Google OAuth and AWS deployment. • Fine-tuned NLP & RAG systems generating automated test queries. • Full-scale App Review Analyzers using BERTopic and AWS RDS. • Local, offline AI Agents with real-time web search capabilities. Let's Build Something Impactful. I am highly communicative, proactive, and dedicated to solving your specific business bottlenecks. Send me a message, and let's discuss how we can turn your data and ideas into a deployed, revenue-generating AI product.

High-impact automation and data solutions to scale your business efficiency. As a Top Rated automation expert, I specialize in building custom technical solutions that bridge the gap between complex data and practical business applications. With a strong background in Python and VBA, I help clients eliminate manual tasks, extract valuable insights from unstructured sources, and build reliable tools that save hundreds of hours. Whether you need to scrape thousands of data points, automate your document workflow, or build a complex mathematical engine, I deliver clean, documented, and scalable code. --- 🛠️ WHAT I BRING TO YOUR PROJECT --- * Custom Automation: Developing standalone Python scripts and Excel VBA macros to automate repetitive workflows and business logic. * Data Extraction & Scraping: Transforming messy PDFs, Word documents, and websites into structured, ready-to-use datasets. * Document Generation: Building "one-click" systems to generate custom contracts, proposals, and reports from Excel data. * Advanced Data Processing: Leveraging Python (Pandas/NumPy) for complex calculations, data cleaning, and semantic matching. --- 📊 HIGHLIGHTED EXPERTISE --- * Languages: Python, VBA, SQL. * Tools: Selenium, BeautifulSoup, Pandas, Openpyxl, Mail Merge. * Engineering Focus: Experience with CAD-related data automation and complex mathematical logic. --- 🤝 WHY CLIENTS CHOOSE TO WORK WITH ME --- I don't just write scripts; I solve business problems. My approach is focused on: * Integrity: Ensuring 100% accuracy in data processing. * Usability: Delivering tools that are easy for non-technical users to operate. * Support: Providing clear instructions and documentation for every deliverable. Let's transform your manual processes into automated success. Click "Invite to Job" or "Hire Now" to start a conversation about your project!

Encountering hardships when scraping data from platforms with tough anti-scraping measures or unstructured websites? Even after getting the data, you might be puzzled about processing it, like converting video and audio info into usable data. And setting up a storage structure for large-scale data, along with the inefficiencies in data cleaning and analysis, can be daunting. Don't worry, Rely on my 6+ years of experience in the data industry, and I will effectively help you solve these problems. 📊 I hold a master's degree in Computer Science and have over six years of valuable tech industry experience. I worked at VIVO Communication Technology Co., Ltd, a top 50 Chinese Tech firm for six years, focusing on massive data scraping, modeling, warehousing, and analysis. This has given me deep expertise and rich practical knowledge in various data processing aspects. Work Experience and Skills 👉Data Acquisition Against Anti-scraping: I have processed multiple data websites that are irregular in structure and have strict anti-scraping measures, and even have mechanisms that are ready to identify and block scraping attempts. I am particularly proficient in analyzing the anti-scraping logic of platforms such as TikTok, Reddit, and Instagram with strict anti-scraping mechanisms. Tools like Selenium, Scrapy, and Playwright help me legally get valuable data. My customized scraping strategies break through barriers, providing a solid data base for analysis. 👉Efficient Batch Transcription: With tools such as Gemini, GPT and their APIs, I batch-transcribe videos, audios, and texts based on well-designed prompts, extracting needed data accurately. In TikTok and Douyin projects, I quickly transcribed much audio, supporting social trend analysis. 👉Professional ETL Data Processing: In ETL, I use Python's Pandas and NumPy to clean and preprocess scraped and transcribed data. My efficient process ensures data quality, preparing for in-depth analysis and improving result accuracy. 👉Machine Learning Data Analysis: Familiar with algorithms like LightGBM, XGBoost, I analyze processed data, uncovering hidden value and supporting advertising strategy optimization for businesses. 👉Data Storage Structure Building: With rich data engineering experience, I choose suitable databases (MySQL, PostgreSQL, MongoDB and Hive) based on data scale and needs. I create efficient, stable, scalable storage structures, ensuring data security and improving read/write performance for easy retrieval and analysis. 👉Process Automation: Proficient in Shell scripts, Python scripts, I automate the whole data process. Git for version control ensures code traceability and teamwork efficiency. Docker for environment deployment ensures process consistency. Automation in scraping, transcription, cleaning, and analysis improves efficiency, reduces errors, and enhances accuracy. 👉Exception Alarm Mechanism: I designed an intelligent alarm system with real-time monitoring, threshold detection, and early warning. It spots data anomalies by comparing indicators with set thresholds. When an exception occurs, it sends detailed info via email, ensuring data integrity. Tools and Technologies I Master ✨ Python, SQL, VBA, Shell Script, Airflow,AWS,git; ✨ LightGBM, XGBoost, KNN, Matplotlib, Pandas, NumPy; ✨ BeautifulSoup, Selenium, Scrapy, Playwright; ✨ Tableau, Power BI; 🤝 Customer Recognition and Long-term Cooperation I've worked on large data scraping projects on Upwork. Despite their complexity, I achieved great results, winning customer trust. Over 50% of my business is long-term cooperation, as customers value my ability, attitude, and the value I bring. I respond quickly to technical issues and data needs, showing I can create value and meet changing demands. 👋I have practical data processing and analysis experience and can solve data problems. I look forward to working with you to explore data value and drive business growth.

Hi everyone! I'm a results-driven Machine Learning Engineer / AI Developer with 4+ years of experience developing AI solutions that have a tangible impact. I have in-depth expertise in Artificial Intelligence, Machine Learning, Deep Learning, AI Agent Development, NLP / LLMs, RAG, Voice Agents, Data Science, Chatbot Development, and Computer Vision. I’m also highly skilled in Python, TensorFlow, JavaScript, API integration, LangChain, and Amazon Web Services (AWS). I’m confident in my machine-learning knowledge and eager to explore new opportunities. A quick learner, analytic thinker, and collaborative team member with a solid mentorship track record. What I Can Do For You: - NLP & Large Language Models (LLMs): Prompt engineering, RAG pipelines, fine-tuning, and AI assistants - AI Deployment: Serve models via APIs or edge devices using Docker, FastAPI, or cloud services (AWS, GCP) - Predictive Analytics: Time series forecasting, trend analysis, and anomaly detection - Scalable ML Pipelines: Distributed training, model optimization, and reproducibility (Hydra, WandB) - AI App Development & Chatbot Solutions for businesses and products - Computer Vision: Object detection, image segmentation, classification, retrieval, and generation Tech Stack: - ML Frameworks & Tools: PyTorch, TensorFlow, Lightning, OpenCV, LangChain, Hydra, WandB, NumPy, Pandas, scikit-learn - Programming Languages: Python, JavaScript Why Clients Choose Me: - Strong focus on clean, maintainable code and reproducible research - Proven ability to communicate technical ideas clearly and deliver on time - Passionate about innovation and solving real-world problems with AI Let’s build something impactful together! Whether you need a PoC, MVP, or a fully deployed AI system - I'm here to help.