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deBuGger404/README.md

Rakesh Kumar - Data Science Manager


Rakesh Kumar data science identity badge

Leading data science and intelligent products

I am a Data Science Manager specializing in agentic AI, data strategy, and production-grade intelligent systems. I lead high-performance solutions that connect real-time data with LLM reasoning—without losing reliability, traceability, or business context.

  • Designing custom MCP clients and servers for real-time tool orchestration
  • Engineering deterministic CoT/ReAct reasoning loops and multi-agent workflows
  • Building scalable AI products for pharmaceutical R&D and enterprise analytics
  • Deploying secure AI microservices across Azure, AWS, Docker, and Kubernetes

Portfolio Resume

Featured work

Project What it does Focus
Navexa Tree-first PDF indexing and vectorless RAG for grounded, traceable answers across long and structured documents. Python RAG Document AI
Navexa Docs Keyboard-first developer documentation platform with strong information architecture and API discoverability. Docs DX Web
Agentic Data Hub Multi-agent ecosystem powered by custom MCP servers and clients with synchronized reasoning and actions. MCP Agents Orchestration
InsightGenix Metadata-aware Text-to-SQL assistant using schema context and retrieval to reduce query drift. Text-to-SQL Retrieval Analytics
Python Course Notebook-first learning path designed for kids and first-time Python learners. Python Education Notebooks
Scrape-AI LLM-powered browser automation and intelligent extraction for analysis-ready web datasets. LLMs Automation Data

Expertise

Agentic AI MCP engineering RAG and LLMs Python PyTorch TensorFlow
Azure AI AWS Google Cloud Docker Kubernetes SQL

Professional journey

I build practical AI systems that turn complex data, domain knowledge, and LLM reasoning into reliable products.

  • Architected agentic workflows, custom MCP integrations, and RAG systems for grounded, traceable answers.
  • Delivered end-to-end AI products spanning discovery, data pipelines, modeling, evaluation, and deployment.
  • Built cloud-ready analytics and decision-support tools with Python, Azure, AWS, Docker, and Kubernetes.
  • Led cross-functional delivery of ML, NLP, and GenAI solutions for high-impact enterprise use cases.

Live GitHub activity

Rakesh Kumar live GitHub statistics, languages, streaks, and contribution heatmap

Watch the snake eat my contributions

Rakesh Kumar contribution snake animation

Connect

LinkedIn YouTube Medium Email

Profile views

Popular repositories Loading

  1. Scrape-AI Scrape-AI Public

    Scrape-AI is a Python library for intelligent web scraping using LLMs like, OpenAI, Anthropicand Selenium. It dynamically fetches data based on user queries, enabling agent-like scraping with confi…

    Python 8 3

  2. Youtube-Video-Summarizer Youtube-Video-Summarizer Public

    Transcribus is a Flask web app that condenses YouTube videos into brief summaries and highlights using YouTube's API and ChatGPT for quick comprehension.

    HTML 3 2

  3. azure-blob-data-viewer azure-blob-data-viewer Public

    Streamlit app to manage PDF files in Azure Blob Storage: upload, display, and download seamlessly.

    Python 2

  4. multi-dimensional-image-modeling multi-dimensional-image-modeling Public

    PyTorch Multi-Dimension Model Training - 🖼️ Training models on random multi-dimensional images with labels. Includes datasets of 8D images and supports image classification using pretrained models …

    Python 1

  5. cifar-pytorch_model cifar-pytorch_model Public

    Train Basic Model on CIFAR10 Dataset - 🎨🖥️ Utilizes CIFAR-10 dataset with 60000 32x32 color images in 10 classes. Demonstrates loading using torchvision and training with pretrained models like Res…

    Jupyter Notebook 1 1

  6. Covid19-Slot-Checker Covid19-Slot-Checker Public

    💉 CovaxFinder: COVID Vaccination Slot Availability Checker - A convenient tool to check COVID-19 vaccination slot availability across different districts in India.

    Python 1