Skip to content
View stackSentinel-32's full-sized avatar

Highlights

  • Pro

Block or report stackSentinel-32

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
stackSentinel-32/README.md

Profile Views


πŸ‘¨β€πŸ’» About Me

```python class Piyush: def init(self): self.name = "Piyush Madheshiya" self.education = "B.Tech ECE @ IIITDM Jabalpur (2024–2028)" self.location = "Gorakhpur, India πŸ“" self.fun_fact = "REM Re-entry 😴"

def quote(self):
    return "The equation of attachment has invisible variables."

def philosophy(self):
    return (
        "I believe the universe is a single equation--"
        "every living and non-living thing is a variable,"
        "and no change is ever truly local."
    )

```


πŸ† Highlights at a Glance

Achievement Details
🌍 MLH Top 50 Global HackByte 4.0 β€” Competed against 120+ teams in a 36-hour hackathon
🎯 Kaggle Top 6% Titanic ML Challenge β€” 22,000+ participants worldwide
πŸ’» 500+ DSA Problems Across LeetCode, CodeChef & Codeforces
πŸ† Watermelon Quiz 3rd Place β€” Samvaad Club, IIITDM Jabalpur
πŸ€– Robo Maze Solver 3rd / 40 Teams β€” Autonomous Navigation & Path Planning

πŸ›  Technical Arsenal

πŸ’» Languages

Python C++ Java JavaScript SQL

πŸ€– AI & Machine Learning

TensorFlow scikit-learn LangChain HuggingFace

βš™οΈ Backend & Databases

FastAPI Next.js MongoDB PostgreSQL ChromaDB

πŸš€ DevOps & Tools

Docker GitHub Actions Git Linux Postman

🎯 Areas of Expertise

  • πŸ€– AI Agents & LLM Applications
  • πŸ” Retrieval-Augmented Generation (RAG)
  • πŸ‘οΈ Computer Vision (YOLOv8, ByteTrack, Moondream)
  • ⚑ FastAPI Microservices & REST APIs
  • πŸ“Š Machine Learning Pipelines & MLOps
  • 🐳 Containerized Deployments with Docker
  • πŸ—„οΈ Database Design & Optimization
  • 🧩 Competitive Programming & DSA

πŸ“Š GitHub Analytics



Pinned Loading

  1. DeepMedAlign DeepMedAlign Public

    Automating 3D deformable medical image registration to align MRI and CT brain scans. Implements classical registration baselines (Rigid, Affine, B-spline) via SimpleITK alongside a diffeomorphic Vo…

    Jupyter Notebook 4 4

  2. MediGuide MediGuide Public

    A RAG-powered medical AI assistant analyzing reports using FastAPI, Streamlit, LangChain, MongoDB, ChromaDB, Ollama & HuggingFace

    Python

  3. LifeCheckAi LifeCheckAi Public

    Forked from SHREESHANTH99/LifeCheckAi

    Real-time environmental risk platform (AQI & water-quality) built with Next.js & FastAPI. Features 4 AI fallback chains and ML-driven government PDF analysis.

    TypeScript

  4. HawkEye-Traffic-Vision HawkEye-Traffic-Vision Public

    Forked from SHREESHANTH99/HawkEye-Traffic-Vision

    End-to-end AI traffic vision platform: from YOLOv8 + ByteTrack edge inference to real-time WebSockets and a reactive React dashboard.

    Python 1

  5. fraud-stream fraud-stream Public

    Real-time streaming architecture for fraud detection. Built with Docker, Kafka, PostgreSQL, and FastAPI to process and serve Machine Learning predictions on high-throughput financial data in real t…

    Python 2

  6. geo-spatial-traffic-forecasting-Flipkart-gridlock2.0 geo-spatial-traffic-forecasting-Flipkart-gridlock2.0 Public

    Traffic forecasting ML pipeline using LightGBM, CatBoost, Optuna, Scikit-Learn, Pandas, NumPy & SciPy

    Python