I build backend systems and data products for finance-focused applications across crypto, blockchain, stocks, options and other derivatives. My work includes data pipelines, analytical tooling, automation, and AI-enabled workflows, much of it related to algorithmic trading and other data-heavy production systems.

✅ Upwork Top 1% Talent ✅ 650+ Jobs ✅ 18.000+ Hours ✅ Native English ✅ 100% Job Success 🏆 Created the most popular & well known scraping course(20k+ students) 🏆 Ranked in the top 1% for scraping on Upwork 🏆 Official reviewer for several leading web scraping books ⌛ 10+ years of experience in scraping Full-time scraping consultant specializing in web scraping, crawling, and indexing web pages. Over the years, I've collaborated with more than 500 individuals, startups, and companies, helping them achieve their goals through effective data extraction and automation. My hourly rate ranges from $50-$70. The hourly rate depends upon the complexity and timeframe of the project and if it's a part-time or a full-time project. Here’s what you will get by working with me: * Working only on projects that I can deliver 100% * Ridiculous quality of work * Smart suggestions on increasing results/revenue and decreasing costs * Responsibility for tasks/projects I work on * Reliability * Short response time * Excellent written and verbal English skills * Good sense of humor ;) keywords: python, scrapy, selenium, requests, beautifulsoup, lxml, web scraping, web crawling, automation, bots, scrapers, spiders, cloudflare, captcha, puppeteer, playwright, tutoring, real estate, e-commerce, lead gen, zillow, trulia, realtor, redfin, streeteasy, linkedin, airbnb, auction, tripadvisor, craigslist, sales navigator, ebay, amazon, google listings, pandas, discord, google maps, indeed, glassdoor, walmart, bestbuy, target, etsy, facebook, instagram, twitter, tiktok, builtwith, walmart, watch, captcha, incapsula, cloudflare, akamai, travel, yelp, yellowpages, booking, reviews, finance, crypto, reddit, hotel, motel, zyte, leads, cars, automotive, doctor, google search, API, rest API, pcpartpicker, truepeoplesearch, restaurants, insurance, g2, retailer, zapier, google sheets, fashion, behance, serp, excel, ec2, workspace, senior, expert, bot, spreadsheet, chatGPT, data mining,automobiles,overstock,wayfair,flipkart,rakuten,jd,aliexpress,newegg,homedepot,lowes,expedia,orbitz,hotwire,kayak,skyscanner,delta,americanairlines,doordash,apartments,rent,cars,autotrader,edmunds,tesla,ford,mercedesbenz,bmwusa,twitter,pinterest,quora,reddit,,crunchbase,angel,patreon,medium,soundcloud,crawler,shopify,product,membership,directory,clay,n8n,AI,supabase,apollo,airflow

Expert-Vetted Gen AI Engineer | Harvard and Columbia Alumni (Top 1% of Freelancers on Upwork) I am a highly experienced Generative AI Engineer who has worked with clients across multiple industries including finance, academia, e-commerce, construction, medicine, and web design. I provided high-quality solutions for all of my clients, earning me outstanding reviews and a 100% Job Success Rating. My areas of expertise include Large Language Models (LLMs), Generative AI, Chatbots, Data Science, AI Dashboard Development, Natural Language Processing, Data Visualization, and Statistics. In addition to my experience as an AI Engineer, I also have deep knowledge in grant writing, academic publishing, and clinical data analysis, having both written successful NIH and biotech grants and published 10+ manuscripts in high-impact academic journals such as Nature and Gastroenterology. SKILLS: * Extensive Experience with Prompt Engineering with many different LLMs such as OpneAI, Claude, Mistral, Gemini, Llama, Gemma, CodeLama, and Vicuna. * Built 20+ AI dashboards with Streamlit, Gradio, and HuggigngFace for clients to easily access solutions * Created Vector Databases and Retrieval-Augmented Generation Software to train LLMs on personal data such as PDFs, Word Documents, YouTube Videos, Images, and Excel Spreadsheets. * Proficient in leading AI solutions to production using AWS, GitHub, Langchain, LlamaIndex, LangSmith, LangFuse, and other AI tools. * Strong background in programming languages (Python, R, Javascript, SQL) and Data Science/Machine Learning frameworks (TensorFlow, Keras, PyTorch, scikit-learn, numpy, pandas) * Expertise in EHR, ICD-10 codes, clinical database management, clinical data analysis, and HIPAA compliance * Experience with Business Intelligence platforms such as Tableau, PowerBI, and Excel PROJECTS/ACCOMPLISHMENTS: * Co-Founder and CTO of a biotech company, Daldot which was acquired by Nutromics, an Australian MedTech company in 2021 * Developed the AI Algorithm for Shopify App that gained 10K+ users within a month * AI TikTok Influencer with 10K+ followers and 1M+ likes * Columbia University SEAS GSA Black History Month Alumni Spotlight 2023 * 2nd Place in the Columbia University Data Science Institute COVID-19 Data Challenge * Published 10+ manuscripts in high-impact journals such as Nature and Gastroenterology SPEAKING ENGAGEMENTS: * Guest Lecturer at Columbia University, Cornell Tech, Roux Institute, and Founder Institute for entrepreneurship, AI, and freelancing. * Developed a course on emotional intelligence for startup founders at Harvard University with 1,000+ students enrolled. * Presented research at the American Society of Clinical Oncology (ASCO) and Columbia University Data Science Institute Machine Learning in Science & Engineering Conference. EDUCATION: * Master's in Data Science from Columbia University * Bachelor's in Biophysics from Harvard University I have a 100% success rate in provided top-tier solutions across diverse sectors. Whether you need a custom solution or expert guidance, I am committed to leveraging the power of AI to elevate your business to the next level. Let's innovate together!

As a Senior Technical Architect at Oodles Technologies, I bring 10+ years of experience building AI and Machine Learning solutions for startups, enterprises, and SaaS platforms. With 2000+ productive hours on Upwork and 700+ delivered solutions for 400+ global clients, I specialize in developing intelligent systems powered by Machine Learning, Deep Learning, LLMs, and AI-driven automation. My expertise includes AI model development, data engineering, workflow automation, NLP, Computer Vision, recommendation systems, and scalable ML infrastructure using modern cloud-native AI ecosystems. 𝐀𝐫𝐞𝐚𝐬 𝐨𝐟 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 & 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 Experienced in building predictive models, recommendation systems, classification engines, forecasting solutions, and AI-driven business applications using Scikit-learn, TensorFlow, PyTorch, Keras, XGBoost, and Neural Networks. 𝐋𝐋𝐌𝐬, 𝐑𝐀𝐆 & 𝐅𝐢𝐧𝐞-𝐓 Hands-on expertise with LLM Fine-Tuning, RAG pipelines, vector databases, prompt engineering, semantic search, AI Agents, and enterprise knowledge assistants using OpenAI, Bedrock, Vertex AI, LangChain, and custom AI architectures. 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 & Strong background in Data Analysis, Data Mining, and large-scale data processing using Pandas, NumPy, MLflow, and Amazon QuickSight for generating insights, dashboards, and intelligent reporting systems. 𝐂𝐥𝐨𝐮𝐝 𝐀𝐈 Proficient in deploying scalable ML systems using AWS and GCP ecosystems including Amazon Bedrock, Amazon Comprehend, Amazon Textract, Amazon Translate, Vertex AI, SageMaker, MLflow, CI/CD pipelines, model monitoring, and production-grade MLOps practices. 𝐃𝐚𝐭𝐚 𝐒𝐜𝐫𝐚𝐩𝐢𝐧𝐠 & 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 Expertise in Web Scraping, Data Scraping, workflow automation, API integrations, and intelligent data pipelines for lead generation, research automation, and business process automation. 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 𝐈 𝐇𝐚𝐯𝐞 𝐁𝐮𝐢𝐥𝐭: • 𝐅𝐮𝐭𝐮𝐫𝐞 𝐀𝐆𝐈 Built a collaborative AI development platform designed to help teams ship AI solutions faster. The platform supports both technical and non-technical users with workflows for prompt testing, evaluation, model experimentation, and AI collaboration. • 𝐑𝐞𝐜𝐨𝐦𝐦𝐞𝐧𝐝𝐚𝐭𝐢𝐨𝐧 𝐄𝐧𝐠𝐢𝐧𝐞 Developed a personalized food recommendation system using the K-Nearest Neighbour (KNN) algorithm to generate nutrition-focused meal suggestions based on calorie intake, dietary patterns, and user preferences. • 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐌𝐂𝐏 𝐒𝐞𝐫𝐯𝐞𝐫 Built an enterprise-grade MCP server for customer analytics, sales forecasting, inventory optimization, churn analysis, predictive analytics, and multi-format reporting workflows supporting JSON, CSV, and PDF outputs. • 𝐃𝐢𝐬𝐜𝐫𝐞𝐩𝐚𝐧𝐂 Developed an AI-powered document comparison platform that detects factual contradictions across PDFs and scanned documents. The system extracts, analyzes, and compares document content to generate structured discrepancy reports with contextual explanations. 𝐂𝐨𝐫𝐞 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 & 𝐓𝐨𝐨𝐥𝐬: • Machine Learning & Deep Learning – Predictive modeling, neural networks, recommendation engines, classification systems, TensorFlow, Scikit-learn, Keras, and AI-driven applications. • Generative AI, LLMs & RAG Pipelines – LLM fine-tuning, prompt engineering, semantic search, AI agents, NLP workflows, vector databases, and enterprise AI assistants. • MLOps & Cloud AI Platforms – MLflow, MLOps pipelines, model deployment, monitoring, Vertex AI, Amazon Bedrock, Amazon Comprehend, and scalable AI infrastructure. • Data Engineering & Analytics – Data analysis, data mining, Pandas, NumPy, Amazon QuickSight, intelligent reporting, and business intelligence systems. • Data Scraping & Workflow Automation – Web scraping, automated data pipelines, API integrations, CRM automation, GoHighLevel (GHL), and AI-powered business workflows. Why Work With Me? • Experience delivering production-ready AI and ML systems • Strong understanding of scalable AI architecture and automation workflows • Clear communication and transparent development process • Focus on clean, maintainable, and high-quality solutions • Dedicated support with long-term collaboration mindset • Ability to manage complete AI projects from planning to deployment I develop intelligent systems that automate workflows, improve decision-making, and create measurable business impact. Let’s connect and discuss how AI and Machine Learning can support your business goals.

𝐒𝐭𝐫𝐮𝐠𝐠𝐥𝐢𝐧𝐠 𝐭𝐨 𝐠𝐞𝐭 𝐫𝐞𝐥𝐢𝐚𝐛𝐥𝐞 𝐰𝐞𝐛 𝐬𝐜𝐫𝐚𝐩𝐢𝐧𝐠 𝐨𝐫 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐫𝐞𝐬𝐮𝐥𝐭𝐬? 𝐓𝐢𝐫𝐞𝐝 𝐨𝐟 𝐟𝐚𝐤𝐞 𝐝𝐚𝐭𝐚, 𝐛𝐫𝐨𝐤𝐞𝐧 𝐬𝐜𝐫𝐢𝐩𝐭𝐬, 𝐨𝐫 𝐰𝐚𝐬𝐭𝐞𝐝 𝐭𝐢𝐦𝐞 𝐨𝐧 𝐮𝐧𝐫𝐞𝐥𝐢𝐚𝐛𝐥𝐞 𝐟𝐫𝐞𝐞𝐥𝐚𝐧𝐜𝐞𝐫𝐬? That’s where I come in. With 4+ years of experience in Python, 𝗦𝗲𝗹𝗲𝗻𝗶𝘂𝗺, and 𝗦𝗰𝗿𝗮𝗽𝘆, I design and deliver bulletproof 𝗪𝗲𝗯 𝗦𝗰𝗿𝗮𝗽𝗶𝗻𝗴, 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻, and 𝗗𝗮𝘁𝗮 𝗘𝘅𝘁𝗿𝗮𝗰𝘁𝗶𝗼𝗻 systems that don’t just work today, but scale for tomorrow. I excel at building advanced web scraping and automation scripts that overcome challenges like bot detection, IP blocking, and Captchas. By using techniques such as User-Agent rotation, Proxy integration, and headless browsing, I ensure undetectable and reliable scraping results. For more complex cases, I can also integrate third-party APIs to bypass Captchas, keeping your project running smoothly without interruptions. 🔹Core Expertise 🕸️ 𝗪𝗲𝗯 𝗦𝗰𝗿𝗮𝗽𝗶𝗻𝗴 & 𝗗𝗮𝘁𝗮 𝗘𝘅𝘁𝗿𝗮𝗰𝘁𝗶𝗼𝗻 ; E-commerce, real estate, sports platforms, betting sites, static & dynamic websites. 🤖 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 & 𝗕𝗼𝘁𝘀 ; 𝗦𝗲𝗹𝗲𝗻𝗶𝘂𝗺-based browser automation, custom Python scripts, login automation, form submission. 🕷️ 𝗪𝗲𝗯 𝗖𝗿𝗮𝘄𝗹𝗲𝗿𝘀 & 𝗦𝗽𝗶𝗱𝗲𝗿𝘀 ; Efficient 𝗦𝗰𝗿𝗮𝗽𝘆 spiders for multi-page crawls and data harvesting. 📊 𝗗𝗮𝘁𝗮 𝗠𝗶𝗻𝗶𝗻𝗴 & 𝗟𝗲𝗮𝗱 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻 ; Structured datasets, lead lists, business intelligence solutions. 🛠️ 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝗱 𝗣𝘆𝘁𝗵𝗼𝗻 𝗧𝗼𝗼𝗹𝘀 ; 𝗦𝗰𝗿𝗮𝗽𝘆 | 𝗦𝗲𝗹𝗲𝗻𝗶𝘂𝗺 | Selenium-Wire | Requests | BeautifulSoup | Pandas. 🔹Data Delivery & Storage Options : ➤ CSV, Excel, Google Sheets ➤ Text / JSON files ➤ SQL & NoSQL Databases (MySQL, MongoDB, Airtable) ➤ Custom dashboards or APIs Why Clients Hire Me? ✅ Proven Experience ;1000+ websites successfully scraped & automated. ✅ Accuracy First ; Data extraction with >99% precision. ✅ Undetectable Solutions ; Proxies, User-Agent rotation, Captcha bypass. ✅ On-Time, Every Time ;Fast turnaround without sacrificing quality. ✅ Free Demo ; See real results before committing. Let’s turn your raw data into business growth with Python-powered 𝗪𝗲𝗯 𝗦𝗰𝗿𝗮𝗽𝗶𝗻𝗴, 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻, and 𝗗𝗮𝘁𝗮 𝗠𝗶𝗻𝗶𝗻𝗴. 📩 Message me today to discuss your project and get a " FREE" demo tailored to your needs. Python Developer specializing in Web Scraping, Data Extraction, Browser Automation, and Custom Python Scripts. Experienced with Selenium, Playwright, Scrapy, BeautifulSoup, API Integration, Data Mining, Web Crawling, Bot Development, and Automated Data Collection. Skilled in building scalable scraping solutions for E-commerce Scraping, LinkedIn Scraping, Real Estate Data Extraction, Lead Generation, and CSV/Excel Automation. Proficient in Proxy Rotation, CAPTCHA Handling, Headless Browsers, GOlogin, Multi-Account Automation, and Anti-Detect Browser workflows. Also experienced with FastAPI, Flask, Django, ETL Processing, Cloud Automation, and high-speed Python Automation systems for businesses and startups.

𝗧𝗼𝗽 𝗥𝗮𝘁𝗲𝗱 𝗣𝗹𝘂𝘀 | 𝟭𝟬𝟬% 𝗝𝗼𝗯 𝗦𝘂𝗰𝗰𝗲𝘀𝘀 | $𝟭𝟬𝟬𝗞+ 𝗘𝗮𝗿𝗻𝗲𝗱 𝗼𝗻 𝗨𝗽𝘄𝗼𝗿𝗸 I help businesses turn messy data and manual workflows into clean, automated, AI-powered systems. With 7+ years of engineering experience focused on Claude AI, document intelligence, and production-grade data pipelines, I build infrastructure that lets companies scale without scaling headcount. 𝗪𝗵𝗮𝘁 𝗜 𝗕𝘂𝗶𝗹𝗱 𝗖𝗹𝗮𝘂𝗱𝗲 𝗔𝗜 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 - Anthropic Claude API integrations - Multi-step AI agents & agentic workflows - RAG systems with LangChain & vector databases - Prompt engineering, tool use, function calling 𝗗𝗼𝗰𝘂𝗺𝗲𝗻𝘁 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 - OCR + LLM extraction from contracts, forms, receipts, scanned PDFs - Document classification & hierarchical taxonomies - Layout analysis & structured data extraction - On-premise RAG over PDF collections 𝗗𝗮𝘁𝗮 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀 & 𝗘𝗧𝗟 𝗪𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀 - Apache Airflow orchestration at 350+ scraper scale - Spark, PySpark, Kafka for streaming & batch - Snowflake, Databricks, AWS Glue, dbt - Multi-tenant ETL with 95%+ success rates 𝗣𝗿𝗼𝗰𝗲𝘀𝘀 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 - n8n, Make, Zapier for end-to-end workflow automation - LLM-powered chatbots (Shopify, Amazon SP-API, HubSpot) - Webhook orchestration & REST API integration - Custom Python automation for repetitive operations 𝗖𝗹𝗼𝘂𝗱 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 - AWS Lambda, S3, Glue, EC2, Bedrock, Step Functions, ECS - CI/CD pipelines with automated testing & rollback - Docker & Kubernetes for containerized services - HIPAA, SOC 2, GDPR-compliant deployments 𝗥𝗲𝗰𝗲𝗻𝘁 𝗥𝗲𝘀𝘂𝗹𝘁𝘀 - $1.2M+ business impact through AI-driven automation - 350+ daily scrapers via Apache Airflow with 95%+ success rate - 24/7 automated Shopify + Amazon refund chatbot via n8n + LLM - 80% reduction in manual calls via NLP voice agent - 95%+ data accuracy across HIPAA-compliant healthcare pipelines 𝗛𝗼𝘄 𝗜 𝗪𝗼𝗿𝗸 Clear communication, realistic timelines, clean code, and finished products that work in production. Most clients come back; many become long-term partners. Got a slow workflow, a pile of documents that needs structure, or an AI idea you want shipped? Send a quick message and I'll respond within a few hours. Let's connect.

I build trading infrastructure for systematic traders, small funds, and family offices. My work spans strategy validation, backtesting, execution automation, and production deployment - across options, equities, and derivatives. This is not investment advice, and I do not promise returns. I build the systems and evidence you need to make your own decisions. Strategy Validation Sprint Where most engagements start. I implement your idea, audit the data and assumptions, model realistic transaction costs and fills, and run out-of-sample checks. You get a clear verdict: what works, what breaks, and what to do next. Validated Idea to Production Code If the strategy survives validation, I convert it into a maintainable Python module or service with configs, tests, and standardized outputs - ready for live deployment or handoff to your team. Production Handoff Scheduling, logging, monitoring, alerts, and deployment so runs are unattended and auditable. I work with IBKR, Schwab, and Alpaca for execution integration once logic is proven. What I Typically Work On Options and volatility strategies - covered calls, spreads, iron condors, volatility carry, hedging overlays, and scenario analysis. Systematic equity frameworks - factor and regime filters, ETF rotation, long/short strategies, and portfolio overlays. Execution infrastructure - automated order management, risk controls, position reconciliation, and real-time monitoring across multiple instruments and venues. Market microstructure - for clients exploring newer execution venues, I've deployed production market-making systems with inventory management, on-chain settlement, and real-time execution at scale. This depth informs how I think about execution quality and fill logic across all systems I build. How I Approach Automation I do not start with live trading. Most engagements succeed by moving through phases: validate the strategy, add a manual execution layer (trade sheets, alerts, monitoring), then automate - but only once the logic is proven and the failure modes are defined. Tech Python · Pandas · NumPy · SciPy · scikit-learn · FastAPI · Pydantic · Docker · AWS · asyncio · IBKR · Alpaca · Schwab · Web3 To Get Started Drop me a note with what you're building - the instrument, the general idea, and your timeframe is enough. I'll scope it and lay out the fastest path forward. Note: ONLY ACCEPTING CONTRACTS ABOVE $10k USD

I’m a results-driven data scientist with 5+ years of experience developing machine learning solutions for complex problems—ranging from time series forecasting and anomaly detection to regression, classification, and clustering. With a PhD in Mechanical Engineering and Computation, I bring a rigorous, engineering-based approach to data science—bridging the gap between real-world industrial challenges and scalable, data-driven solutions. I’m highly skilled in Python, R, MATLAB, and SQL, with a strong foundation in statistical modeling and predictive analytics. Whether you're looking to detect anomalies in sensor data, automate forecasting, or unlock hidden patterns in operational systems, I can help turn your data into insight—and insight into impact.

Creative designs and Elegant solutions! 🙋 Jey here with a huge obsession on quality and performance and a huge talent for problem solving. 8+ years of experience. JavaScript developer with in depth knowledge of Google workspace and APIs. One of nine gurus with StackOverflow Google Apps Script Gold badge. 🔥My guarantees: 💎 Top of the line quality. 🧐 Attention to detail. ✝️ Integrity: No unnecessary or inflated code lines. Or unnecessary time billing. 🕓 Deadlines: Exceptional adherence to the agreed deadline. 😇 Friendliness: Easy to work with. I provide the following services: - Elegantly crafted solutions based on JavaScript/Google apps script - API integration specialist - GraphQL APIs like Shopify, REST APIs like Rapid API, Alphavantage, XTRF, Sports schedule APIs. - Automation specialist - Zapier/Trello - Dashboard creation - with tools like Retool, Google sheets and Looker studio - Regex Expert - Text extraction/split/manipulation - Experienced in programming languages like: JavaScript, Python and Shell - Performance and security are given top priorities - Data analysis based on: Google sheets, Pandas and SQL

⚡ Data pipelines breaking, slow, or too expensive? That’s exactly what I fix. I help companies turn messy, unreliable data systems into scalable, high-performance pipelines — so teams can actually trust their data and move faster. Over the past few years, I’ve built and optimized data platforms handling 50GB/day streams to 500GB+ processing workloads, across ecommerce, fintech, real estate, and SaaS. 🔑 What I Deliver (Real Outcomes, Not Just Tools) 🔹 Robust ETL/ELT Pipelines: Built on AWS Glue, Azure Data Factory, Databricks, Airflow → Designed for zero-failure execution & recovery-safe architecture 🔹 Cloud Data Warehousing: Redshift, Snowflake, BigQuery, Azure Synapse → Structured for fast queries, low cost, and scalable analytics 🔹 Real-Time & Batch Processing: PySpark, Kafka, Delta Lake → Handling millions of records daily with optimized latency 🔹 AI-Ready Data Foundations: → Clean, structured pipelines ready for ML models, LLMs, and BI tools. 🔹 Performance Optimization: → Reduced processing time by 50% on production workloads → Optimized queries & pipelines saving compute cost + runtime 🔹 Business Intelligence Layer: Power BI, Looker Studio → Dashboards that leadership teams actually use for decisions. 📦 Proven at Scale:- 🏪 Ecommerce Data Platform (1M+ stores | 500K customers): Built end-to-end ETL pipelines using AWS Glue Implemented incremental (delta) processing across multiple data sources Designed Redshift warehouse for high-volume analytics Delivered Power BI dashboards for business insights ✅ Enabled AI-driven personalization for 100K+ active users ✅ Reduced manual data dependency across teams 💳 FinTech / Freight Billing AI Platform: Designed data infrastructure for AP/AR automation Integrated ERP + TMS systems via APIs Built real-time dashboards + audit tracking ✅ Improved financial visibility & reconciliation accuracy ✅ Enabled automated decision-making for cash flow optimization 🏠 Real Estate Data Intelligence Platform: Built pipelines ingesting: Zillow Realtor HUD Census Crime datasets Centralized into PostgreSQL + Azure Data Warehouse ✅ Computed ROI, NOI, Cap Rate, Cash Flow at scale ✅ Enabled investment decision analytics 📊 Retail Location Intelligence (Databricks / Snowflake): Processed ~500GB mobile location data Built anomaly detection using moving averages ✅ Automated detection of: data drops duplicates false entries 🔧 Logistics Optimization (Azure): Replaced upsert with SQL MERGE ✅ Reduced processing time by 50% ✅ Achieved zero data loss in production pipelines 📡 Wellness Data Platform: Consolidated fragmented APIs into unified pipelines ✅ Fixed data failures on 250MB+ tables (~1GB compute load) ✅ Improved data consistency and pipeline reliability