I help businesses automate intelligent workflows and modernize their data infrastructure from agentic AI pipelines to cloud-native data platforms that drive real decision-making. With 6+ years of hands-on experience, I specialize in Agentic AI Engineering, Data Vault 2.0 / Cloud Data Engineering, and end-to-end BI solutions. What I Deliver: - Agentic AI Pipelines: End-to-end automation workflows using n8n and Claude AI lead enrichment & scoring, AI content generation, multi-step decision agents with structured JSON outputs, error handling, and CRM integration (HubSpot, GoHighLevel). - AI Workflow Automation: Webhook-driven systems that connect APIs, LLMs, and business tools into autonomous pipelines replacing manual processes with intelligent, self-routing flows. - Data Vault 2.0 Architecture: Design and implementation on Snowflake using VaultSpeed ensuring historical tracking, auditability, and enterprise-grade scalability. - Data Warehouse Modernization: Migration from legacy systems (SAP, DB2, Mainframe) to cloud platforms like Snowflake, Redshift, and Azure Synapse using Talend, Informatica, and Azure Data Factory. - Scalable Data Pipelines: Batch and streaming ETL/ELT pipelines with Kafka, Spark, and Python, orchestrated via Apache Airflow. - Cloud Data Solutions: End-to-end deployments on AWS (Glue, Lambda, S3, Lake Formation) and Azure, with CI/CD via Docker and Azure DevOps. - Business Intelligence & Dashboards: Power BI and Tableau dashboards that translate complex data into KPIs, executive reports, and actionable insights. Tech Stack: n8n, Claude AI, OpenAI, LangChain | Data Vault 2.0, Kimball, Snowflake, Redshift, SQL Server, MongoDB | AWS, Azure | Talend, Informatica, Spark, Kafka, Airflow, Docker | Power BI, Tableau, Python, SQL Industries: Finance, Energy, SaaS Featured Work: 1. AI Lead Enrichment Pipeline — n8n workflow with parallel Clearbit + Apollo enrichment, Claude AI scoring (hot/warm/cold), HubSpot upsert, and Slack alerts. Zero manual steps. 2. AI Content Generation Pipeline — Google Sheets editorial calendar → Claude AI → WordPress draft with AIOSEO fields pre-filled. Saves 8+ hrs/week. 3. Data Vault 2.0 Implementation (Finance) — Customer tracking on Snowflake with Kafka streams, Talend ETL, and Power BI dashboards. 4. Data Platform Modernization (Energy Trading) — Cloud-native platform with AWS Glue, Redshift, Medallion Architecture, and performance dashboards. 5. Product Development (Astera DW Builder) — Metadata-driven ETL tool with automated Data Vault generation and built-in reporting templates. Let's connect and discuss how I can automate your workflows or modernize your data platform.

I'm Currently Upwork's #1 Ranked Ai Automation Expert In The India (Via UpworkMrr Rankings) Give me something to build and i'll build it so it works for you 24/7. Thats my promise. If you shoot me a invitation or message ill send you a personalised loom video back on how i may be able to help you! A little more about me: I help growth-focused businesses save time and scale fast by automating tasks and building AI-powered workflows. From data scraping and marketing automations to AI chatbots and custom no-code tools, I design systems that work for you 24/7. If your team is stuck in spreadsheets or bogged down by manual work, I’ll build reliable automations and AI agents to turn your chaos into streamlined, data-driven processes—no dev team needed. • 150+ automation and AI projects delivered • 100% Job Success Score | 5.0★ average • 6000 Youtube Subscribers (Leading Expert On Upwork And Freelancing). • Zapier Certified Expert | Make, n8n, Airtable integrations • Real, measurable ROI—my systems pay for themselves in weeks • Clear communication and tailored solutions, every time If your looking to work with someone who is professional, in the top 10% of upwork profiles and fast delivery i'm your man. 🔧 EXPERTISE: AI Automation | No-Code Development | Airtable | Zapier | Make | n8n | AI Agents | ChatGPT Integration | LLM Implementation | Workflow Automation | API Integration | Database Design | Digital Workers | Business Process Automation | AI Backend Systems | Next.js developer | React developer| Full Stack Developer| Python developer | FastAPI developer | Django developer | Airtable consultant, Airtable developer | Supabase specialist | Firebase developer| AI Chatbot developer, Voice Bot developer | Vapi AI integration | Retell AI developer | ElevenLabs Voice AI, | AI MVP prototyping| Bolt developer| Lovable app | SaaS application developer

If you’re looking for a software developer or a data scientist to move your business forward, you’ve landed at the right place! What I can do for you: I have professional experience coupled with advanced degrees and certifications in the data science and software development domain. I would love to build awesome software for your business and help you make data-driven decisions. I can help you with the following things: Data Science 1. Build a personalized recommendation engine for you. 2. Build chatbots for you. 3. Help you with demand prediction and forecasting. Software Development 1. Build a website for you. 2. Build an Android or iOS mobile application for you. 3. Build a desktop application for you. Who am I? I was one of the earliest members in an Artificial Intelligence unicorn (worth over $2 billion now) and helped scale the revenue to $100 million annually. I worked with clients worldwide to optimize their call center operations through intelligently pairing call center agents with customers calling in, resulting in a 7% increase in telesales. I recently completed my Master’s in Computer Science (Data Science) from the University of Southern California - Fight On! I pursued my degree on a Fulbright Scholarship, which is a scholarship sponsored by the U.S. Department of State, and awarded to a handful of exceptional candidates from across the world. (For the geeks) What tech stack do I use? Data Science: Python, R, MATLAB Software Development: Front-end - Angular, React Back-end - Express, Nest Databases - MySQL, MongoDB Availability: 40hrs/week with overlapping hours during your business hours. I am looking forward to having a productive discussion with you!

I help businesses, researchers, and startups turn raw data into clear insights, dashboards, reports, and predictive models using Python, Excel, statistics, and machine learning. With a strong background in data analysis, statistics, applied mathematics, and machine learning, I deliver work that is accurate, well-structured, and easy to understand, not just numbers, but meaningful conclusions. I can help you with: • Data cleaning, preprocessing, and wrangling • Excel-based analysis, reports, dashboards, formulas, and automation • Python data analysis using Pandas, NumPy, Matplotlib, and Seaborn • Statistical analysis, regression, hypothesis testing, and forecasting • Data visualization and dashboard development • Machine learning models and predictive analytics • Time series analysis and financial/business modeling • Web scraping, market data extraction, and structured datasets • Research and academic-level data analysis • Mathematics, statistics, econometrics, and machine learning tutoring Why clients choose me: • 100% Job Success and Top Rated profile • Proven experience across business, finance, marketing, research, and academic projects • Strong foundation in mathematics, statistics, and machine learning • Clear communication and structured explanations • Reliable delivery and respect for deadlines • Ability to explain complex results in simple, useful language I focus on understanding your problem first, then applying the right analytical method to deliver results you can trust and use confidently. Send me a message with your dataset or project description, and I’ll suggest the best approach before we start.

🚀 $𝟐𝟎𝟎𝐊+ 𝐄𝐚𝐫𝐧𝐞𝐝 𝐨𝐧 𝐔𝐩𝐰𝐨𝐫𝐤 • 𝐓𝐨𝐩 𝟏% 𝐓𝐚𝐥𝐞𝐧𝐭 𝐰𝐢𝐭𝐡 𝟏𝟎𝟎+ 𝐒𝐮𝐜𝐜𝐞𝐬𝐬𝐟𝐮𝐥 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬 𝐁𝐚𝐜𝐤𝐞𝐝 𝐛𝐲 𝟏𝟏+ 𝐘𝐞𝐚𝐫𝐬 𝐨𝐟 𝐄𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 👨‍💻 Searching for a high-impact 𝐒𝐞𝐧𝐢𝐨𝐫 𝐀𝐈/𝐌𝐋 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫, 𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐞𝐫, 𝐏𝐲𝐭𝐡𝐨𝐧 𝐄𝐱𝐩𝐞𝐫𝐭, 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐭𝐢𝐬𝐭, 𝐃𝐚𝐭𝐚 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫, 𝐑𝐞𝐚𝐜𝐭.𝐣𝐬 𝐏𝐫𝐨, 𝐌𝐋𝐎𝐩𝐬 𝐒𝐭𝐫𝐚𝐭𝐞𝐠𝐢𝐬𝐭, or 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭? Your search ends here! 🚀 # 𝐂𝐨𝐫𝐞 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 ## 🧠 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞, 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 & 𝐏𝐲𝐭𝐡𝐨𝐧 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 𝐏𝐲𝐭𝐡𝐨𝐧 𝐄𝐜𝐨𝐬𝐲𝐬𝐭𝐞𝐦: NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn, OpenCV, BeautifulSoup, FastAPI, Flask, Django 𝐃𝐞𝐞𝐩 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤𝐬: PyTorch, TensorFlow, Keras, HuggingFace Transformers 𝐈𝐨𝐓: Edge AI, Sensor Data Processing, Embedded AI, Autonomous Systems, Drone AI, Real-Time Vision Systems, Industrial IoT 𝐀𝐩𝐩𝐥𝐢𝐞𝐝 𝐌𝐋 & 𝐀𝐈: Natural Language Processing (NLP), Computer Vision (CV), IoT Analytics, Robotics AI, Recommender Systems, Predictive Analytics, Time Series Forecasting, Object Detection, Image Segmentation 𝐌𝐨𝐝𝐞𝐥 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧: LoRA, QLoRA, PEFT, Transfer Learning, RLHF, DPO, SFT, Custom Dataset Fine-Tuning 𝐋𝐋𝐌 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧: GPT-3.5 / GPT-4 / GPT-4o, Gemini (Gemini 1.5 Pro / Flash), Claude, ChatGPT, DALL-E, Whisper, LangChain, AutoGen, CrewAI, Amazon Bedrock, Ollama, Google Vertex AI ## 🤖 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 & 𝐕𝐨𝐢𝐜𝐞 𝐀𝐠𝐞𝐧𝐭𝐬 CrewAI, AutoGen, Amazon Polly, Deepgram, Rasa AI, Azure AI Speech, Riverside SDK 𝐀𝐝𝐯𝐚𝐧𝐜𝐞𝐝 𝐀𝐠𝐞𝐧𝐭 𝐒𝐲𝐬𝐭𝐞𝐦𝐬: AutoGPT, BabyAGI, LangChain Agents, AutoGen Agents ## 🧩 𝐋𝐋𝐌 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 & 𝐑𝐀𝐆 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬 𝐏𝐫𝐨𝐦𝐩𝐭 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠: Multi-Turn Prompts, Few-Shot Learning, Zero-Shot Learning, Chain-of-Thought (CoT), Advanced Prompt Optimization 𝐎𝐩𝐞𝐧-𝐒𝐨𝐮𝐫𝐜𝐞 𝐋𝐋𝐌𝐬: LLaMA 3, Mistral 7B, Mixtral 8×7B, Falcon, Gemma, Bloom, Orca Mini, Guanaco 𝐑𝐀𝐆 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬: LangChain, LlamaIndex, Pinecone, FAISS, ChromaDB, Qdrant, Weaviate, Milvus 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰 𝐎𝐫𝐜𝐡𝐞𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧: Vector Databases, Semantic Search, Document Indexing, Knowledge Retrieval Systems 𝐋𝐋𝐌 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 & 𝐅𝐢𝐧𝐞-𝐓𝐮𝐧𝐢𝐧𝐠: Unsloth, Axolotl, HuggingFace AutoTrain, SageMaker Training 𝐈𝐧𝐟𝐞𝐫𝐞𝐧𝐜𝐞 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧: vLLM, TGI, TensorRT-LLM, SKPilot 𝐐𝐮𝐚𝐧𝐭𝐢𝐳𝐚𝐭𝐢𝐨𝐧: AWQ, GPTQ, GGUF, GGML, PTQ, DQ ## ⚙️𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 & 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: FastAPI, Flask, Django, Node.js, Express.js, 𝐅𝐫𝐨𝐧𝐭𝐞𝐧𝐝 & 𝐖𝐞𝐛 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬: React.js, Next.js, TypeScript 𝐈𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞 & 𝐃𝐞𝐯𝐎𝐩𝐬: Docker, Kubernetes, Redis, Nginx, Linux (Ubuntu, CentOS), CI/CD Pipelines 𝐂𝐥𝐨𝐮𝐝 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬: AWS (EC2, Lambda, S3, API Gateway, Cognito, ECS/Fargate, RDS, DynamoDB), Google Cloud Platform, Azure, RunPod, Vercel AI SDK 𝐈𝐨𝐓 & 𝐄𝐝𝐠𝐞 𝐂𝐨𝐦𝐩𝐮𝐭𝐢𝐧𝐠: MQTT, Edge Devices, Telemetry Pipelines, Real-Time Data Streaming, Device-to-Cloud Architectures ## 🤖 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 & 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐀𝐈 𝐓𝐨𝐨𝐥𝐬 & 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬: RunwayML, MidJourney, StabilityAI 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬: Zapier, Make (Integromat), n8n, Synthflow 𝐂𝐑𝐌 & 𝐒𝐚𝐚𝐒 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬: Pipedrive, HubSpot, Zoho, GoHighLevel, ClickUp, Monday 𝐀𝐝𝐯𝐚𝐧𝐜𝐞𝐝 𝐀𝐈 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬: AI Agents, Multi-Agent Systems, AI Workflow Orchestration, Robotic Process Automation (RPA), IoT Automation, Edge AI Automation, Robotics Workflows 𝐌𝐮𝐥𝐭𝐢-𝐌𝐨𝐝𝐚𝐥 𝐀𝐈: Text-to-Video, Image-to-Text, Speech-to-Image ## 🗄️ 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬 & 𝐃𝐚𝐭𝐚 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 SQL & NoSQL Databases: PostgreSQL, MySQL, SQL Server, MongoDB, Firebase, Firestore, Airtable, Knack, DynamoDB 𝐃𝐚𝐭𝐚 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 & 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞: ETL/ELT Pipelines, SQL Server, PostgreSQL, Data Warehousing, Star Schema, Power BI, Looker Studio, Tableau, DAX, Power Query, Dashboard Development, KPI Reporting, Data Visualization, Real-Time Analytics. ✔ 𝐏𝐫𝐨𝐣𝐞𝐜𝐭 𝐄𝐱𝐞𝐜𝐮𝐭𝐢𝐨𝐧: I drive projects with Agile principles, leveraging Scrum and sprint cycles to ensure fast, efficient, and high-quality delivery. 💬 𝐋𝐞𝐭’𝐬 𝐂𝐨𝐧𝐧𝐞𝐜𝐭 I’m responsive, proactive, and always ready to dive into new ideas. 📩 Drop me a message, and let’s build something impactful together.

PhD AI | I build production-grade AI systems that solve real business problems—not AI demos. I'm an AI Engineer specializing in Agentic AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and intelligent automation. With 10+ years of software engineering experience, a Master's in Software Engineering, a PhD in AI-focused Software Engineering, and experience teaching AI and Software Engineering at the university level, I combine research-driven thinking with production-ready engineering. Over the past decade, I've delivered 100+ software and AI projects for startups, businesses, and research organizations, building scalable systems that automate workflows, accelerate decision-making, and transform complex data into intelligent products. ## What I Build • Agentic AI systems with autonomous multi-step reasoning • AI Agents using LangGraph, LangChain, CrewAI, AutoGen, and MCP • RAG systems with hybrid search and vector databases • Enterprise AI chatbots and internal knowledge assistants • Document AI, OCR, and intelligent search platforms • LLM-powered SaaS applications • Custom AI APIs and backend services • AI workflow automation • Fine-tuning and inference optimization • Private/self-hosted LLM deployments • AI evaluation, testing, and benchmarking ## LLM & AI Expertise • GPT-5 / GPT-4o • Claude • Gemini • Qwen • Llama • DeepSeek • Mistral • Phi • Hugging Face ecosystem • Open-source LLM deployment ## Production Stack Python • FastAPI • Django • LangGraph • LangChain • vLLM • Ollama • OpenAI API • Anthropic • Gemini • MCP • Redis • PostgreSQL • MongoDB • Elasticsearch • FAISS • ChromaDB • PGVector • Docker • Kubernetes • Celery • RabbitMQ • Nginx • Linux • GitHub Actions • CI/CD ## AI Infrastructure • vLLM serving • GPU inference optimization • AWQ & GPTQ quantization • LoRA & QLoRA • Multi-GPU deployment • Open-source LLM hosting • High-throughput inference • Prompt engineering • Context engineering • Evaluation pipelines ## Software Engineering Unlike many AI developers, my foundation is software engineering. Every AI system I build is designed for maintainability, scalability, testing, observability, and long-term production use—not just impressive demonstrations. My experience includes backend architecture, REST APIs, distributed systems, DevOps, software testing, and cloud-native development, allowing me to build complete AI products from infrastructure to user-facing applications. ## Why Clients Work With Me ✓ Production-first engineering mindset ✓ Strong software engineering and AI expertise ✓ Research-backed approach to modern LLM systems ✓ Fast communication and transparent collaboration ✓ Clean, maintainable, scalable code ✓ End-to-end delivery—from architecture to deployment Whether you're building an AI startup, integrating LLMs into your product, deploying private AI infrastructure, or creating autonomous AI agents, I can help you design and deliver reliable AI solutions that create measurable business value. Let's build AI that works in production.

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

Microsoft Fabric Certified Data Engineer (Fabric Data Engineer Associate + Fabric Analytics Engineer Associate), with 65 completed Upwork projects, 100% Job Success, and $8K+ earned helping businesses design and implement complete data warehouse solutions. I architect scalable warehouses using dimensional modeling (star/snowflake schemas) and integrate scattered data sources into one place that works for your business. I build solid ETL pipelines, develop custom SQL databases, and automate complex Excel reporting using VBA. I focus on data quality and efficiency. My SQL experience means I can write optimized queries, stored procedures, and views that make your reporting fast and dependable. Here's how I typically help clients: Data Warehouse Design & Modeling: I architect scalable warehouses using dimensional modeling and integrate your data sources into one place that works for your business. ETL Pipeline Development: I build automated pipelines using tools like SSIS, Azure Data Factory, Microsoft Fabric, and Python to extract, transform, and load your data with minimal manual steps. Custom SQL Development & Optimization: I create complex queries, functions, and procedures that are easy to maintain and ensure your databases run smoothly and deliver accurate results. Excel & VBA Automation: I develop custom Excel tools and macros that automate repetitive tasks and generate dynamic, easy-to-use reports. Whether it's Power Query, Pivot Tables, or VBA, I can help reduce your manual work and improve consistency. If you're looking to improve reporting, reduce manual work, or get your data working better for your team, I'd be happy to help.

Build production machine learning systems: forecasting, NLP, computer vision, and tabular models, plus the MLOps to deploy and monitor them, so the model keeps working after it ships. Machine Learning Engineer with 8+ years taking ML projects from raw data to live deployment in Python and AWS. Shipped models across telecom, automotive, energy, renewables, shipping, and e-commerce: demand forecasting, customer scoring and segmentation, anomaly detection, NLP, and decision automation. 🔑𝐂𝐨𝐫𝐞 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞: 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠: Predictive modeling, classification, regression, forecasting, time series, clustering, anomaly detection, recommendation systems, feature engineering 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞: Python, Pandas, NumPy, Scikit-learn, statistical analysis, data wrangling, EDA, A/B testing 𝐃𝐞𝐞𝐩 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠, 𝐍𝐋𝐏 & 𝐂𝐕: TensorFlow, PyTorch, neural networks, text classification, embeddings, image classification, object detection 𝐌𝐋𝐎𝐩𝐬 & 𝐂𝐥𝐨𝐮𝐝: AWS (SageMaker, EC2, S3, Lambda), Docker, MLflow, CI/CD, model deployment, monitoring, scalable pipelines 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐁𝐚𝐜𝐤𝐞𝐧𝐝: FastAPI, Flask, Django, REST APIs, n8n, Zapier, Make, webhooks 𝐀𝐈, 𝐋𝐋𝐌 & 𝐁𝐨𝐭𝐬: GPT-4, Claude, RAG, LangChain, LangGraph, vector databases, prompt engineering, AI agents, chatbot development, conversational AI, Telegram/Discord/Slack bots Tell me your data and the outcome you need. I'll reply with how I'd approach the model and a rough timeline, so you know what working with me looks like before you commit.

I'm a Senior Data Scientist who has worked on a range of AI, Machine Learning, and Cybersecurity projects including deep learning, forecasting, recurrent and convolutional neural networks, financial prediction tools, natural language processing models and much more. In addition, I also have full-stack development experience working with customers worldwide. I'm knowledgeable in technologies such as Python, Tensorflow, Pytorch, Scikit-Learn, Keras, JavaScript, ReactJS, NodeJS, Pandas Numpy, SQL, and much more. I have helped build AI projects in a range of sectors, web applications for startups, implemented DS models for e-commerce leading to higher sales performance and retention initiatives along with overall DS and AI related options for businesses of all sizes.