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KISHANSINHAA/README.md

👋 Hi, I'm Kishan Sinha

Typing SVG


🧑‍💻 About Me

I'm an AI/ML Engineer with a Post Graduate Diploma in Artificial Intelligence from C-DAC Noida and a B.E. in Electronics & Communication Engineering.

I build practical AI applications using Machine Learning, Generative AI, LLMs, Retrieval-Augmented Generation (RAG), Computer Vision, FastAPI, and Python.

My focus is on transforming AI concepts into working, deployable applications with data pipelines, machine learning models, retrieval systems, APIs, and interactive interfaces.

💼 Open to Opportunities

  • 🤖 AI/ML Engineer
  • 🧠 Generative AI Engineer
  • 🔎 Machine Learning Engineer
  • 🐍 Python Developer
  • 📊 Data Science / ML Roles
  • ⚡ AI Automation / AI Application Engineer

🛠️ Tech Stack

💻 Programming & Data


🤖 Machine Learning & Deep Learning

Concepts

Regression · Classification · Ensemble Learning · Feature Engineering · Anomaly Detection · Model Evaluation · Time Series Forecasting


🧠 Generative AI & LLM

Working With

RAG · Prompt Engineering · Embeddings · Semantic Search · Vector Search · MMR Retrieval · Document Processing · LLM Applications


👁️ Computer Vision


⚡ Backend, Deployment & Tools


🚀 Featured Projects

📈 Retail Demand Forecasting & Recommendation System

A machine-learning based retail analytics platform designed to forecast demand and support inventory planning.

Key Features

  • 📊 30-day sales forecasting
  • 📦 Stock purchase recommendations
  • 🤖 Machine-learning based demand prediction
  • 📈 Interactive Streamlit dashboard
  • 🧠 RAG-based retail insights assistant
  • 📉 Historical sales analysis
  • 🔄 Data preprocessing and feature engineering

Tech Stack

Python Pandas NumPy Scikit-learn Machine Learning RAG Streamlit


🤖 RAG-Based Question Answering System

A Retrieval-Augmented Generation application that allows users to ask questions over their own documents.

Key Features

  • 📄 Document ingestion and processing
  • ✂️ Text chunking and preprocessing
  • 🧠 Sentence-transformer embeddings
  • 🔎 Semantic retrieval
  • 🎯 MMR-based retrieval
  • 🧠 LLM-powered answer generation
  • 👍 Helpful / Not Helpful feedback
  • ⚡ Response caching
  • 🚀 FastAPI backend
  • 🔗 Vector-based document retrieval

Tech Stack

Python LangChain Hugging Face RAG FastAPI Embeddings Vector Search

🔗 View Repository →


🔍 Anomaly Detection System

A machine-learning system designed to identify unusual patterns and potential anomalies in data.

Techniques

  • 🌲 Isolation Forest
  • 🧠 Autoencoder
  • 🔧 Data preprocessing
  • 📊 Feature analysis
  • 📈 Anomaly visualization

Tech Stack

Python Scikit-learn TensorFlow Pandas NumPy

🔗 View Repository →


👁️ YOLO Object Detection

A computer vision project for multi-class object detection using YOLO.

Highlights

  • 🎯 Multi-class object detection
  • 📷 Image-based detection
  • 🧠 YOLO model training
  • 📊 Model evaluation
  • ⚡ Ultralytics implementation

Tech Stack

Python YOLO Ultralytics OpenCV

🔗 View Repository →


📊 GitHub Activity

Kishan's GitHub Streak

GitHub Followers GitHub Stars GitHub Commit Activity


🎓 Education

🎓 Post Graduate Diploma in Artificial Intelligence

C-DAC Noida
2025 – 2026

81.47%


🎓 B.E. Electronics & Communication Engineering

Government Engineering College, Gandhinagar
2019 – 2023

8.02 CGPA


📌 Areas of Interest

Artificial Intelligence · Machine Learning · Generative AI · RAG

LLM Applications · Agentic AI · Computer Vision · Data Science

Python Development · AI Automation · FastAPI · MLOps


🔬 Currently Exploring

Generative AI       ████████████████████  RAG & LLM Applications
Machine Learning    ██████████████████░░  ML Systems
Python              ████████████████████  Backend & Automation
FastAPI             █████████████████░░░  AI APIs
Agentic AI          ███████████████░░░░░  AI Agents
Docker & CI/CD      ██████████████░░░░░░  Deployment

Pinned Loading

  1. anomaly-detection-system anomaly-detection-system Public

    Python

  2. project project Public

    Python

  3. rag_project rag_project Public

    Python

  4. pyspark pyspark Public

    Jupyter Notebook

  5. yolo-object-detection yolo-object-detection Public

    Python

  6. da da Public

    Jupyter Notebook