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NDDimension/README.md

Dhanraj Sharma

AI/ML Engineer • LLMs, Retrieval, Computer Vision & End-to-End Pipelines

🧬 About Me

B.Tech in Computer Engineering (AI & ML)
CGPA: 9.4

I build end-to-end AI systems — from data → modeling → deployment.

My main focus areas are:

  • LLMs, RAG architectures & context engineering
  • Deep Learning & representation learning
  • NLP + Computer Vision fusion workflows

I care about elegant systems, composable abstractions, and shipping working AI in production — especially across healthcare, automation, and decision systems.

🔧 Tech Stack

AI & Machine Learning

  • Python
  • NumPy, Pandas, Scikit-learn
  • TensorFlow, Keras, PyTorch
  • LightGBM, XGBoost
  • OpenCV, MediaPipe

NLP & LLMs

  • Transformers, HuggingFace
  • RAG Pipelines, Embeddings
  • Vector DBs: Chroma, FAISS
  • LangChain, Prompt Engineering

Backend & Tools

  • FastAPI, REST APIs, JWT Auth
  • Docker, Git, GitHub Actions
  • Selenium Automation
  • SQL / MySQL

Other Skills

  • Data Engineering Workflows
  • MLOps Basics
  • Exploratory Data Analysis (EDA)

📌 Featured Work

🎯 Highlighted Projects

AutoSage-VehicleAI

AI assistant combining Computer Vision + Conversational Generative AI.
Your internship project → HUGE value.

Simple-Rag-Pipeline-Demo

A clean, modular RAG pipeline with Grok + ChromaDB.
Recruiters love RAG skills.

Image-Caption-Generator

CNN-LSTM based image caption system.
Shows Deep Learning + CV + NLP + deployment.

Pancreatic-Cancer-Detection

LightGBM classifier on medical dataset.
Serious applied ML → medical domain → strong talking point.

DeepMelody / Chopin-AI

AI music generation system.
Creative AI project = big “wow factor”.

FastAPI CrashCourse Blog API

Shows backend/API engineering fundamentals — highly valuable for ML Engineer roles.

🔗 Connect

   

Designing intelligent systems with taste.

Pinned Loading

  1. RealTime_HandSign_Detection_LSTM RealTime_HandSign_Detection_LSTM Public

    Real-time hand sign recognition using LSTM-based models for sequence detection from video frames.

    Jupyter Notebook 1

  2. AI-Web-Scraper AI-Web-Scraper Public

    An intelligent web scraper that extracts and processes web data using Python, BeautifulSoup, and automation tools.

    Python

  3. Chopin-with-LSTMs-AI-Music-Maker Chopin-with-LSTMs-AI-Music-Maker Public

    An AI model that learns and composes music in the style of Chopin using LSTM-based neural networks.

    Jupyter Notebook 1

  4. DSA-Python DSA-Python Public

    🚀 My Python implementations of Striver's A2Z DSA Sheet — with in-code explanations, topic-wise structure, and a step-by-step progress tracker.

    Python 1

  5. Image-Caption-Generator-using-CNN-LSTM Image-Caption-Generator-using-CNN-LSTM Public

    A Deep-Learning based web app that generates image captions using a pre-trained CNN-LSTM model. Upload your own image or use sample ones to see AI describe them in natural language. Built with Tens…

    Jupyter Notebook 1 1

  6. OpenCV-Basics-Tutorial OpenCV-Basics-Tutorial Public

    🎯 A phase-wise hands-on guide to learning OpenCV with Python — featuring notes, assignments, code, and Streamlit apps. Structured to help beginners build strong computer vision foundations, one ste…

    Python 1