Hi, my name is Satyam Namdev and I am an aspiring Data Scientist & AI-ML Engineer.
Tech Stack I've used so far:
- Build RAG based Chatbots with PineconeDB/ChromaDB
- TTS (Text-to-Speech) [Trained RVC Models]
- Computer Vision (Trained models for Detection, Segmentation, classification)
- Flask | Django
- Scikit-learn | PyTorch
- MySQL | Supabase | MongoDB-Atlas
- Python | R
- HTML | CSS | JS | NextJs | Streamlit
My Projects
RAG-based Chatbot
Designed and implemented a RAG-based chatbot in my website, utilizing GROQ as the LLM, PineCone DB for vector storage, and ’multilingual-e5-large’ as the embedding model, orchestrated via LangChain for efficiency.
StreetSpecter
StreetSpecter is an innovative solution that leverages advanced computer vision and deep Learning to automatically detect, classify, and report road damage, primarily focusing on potholes.
Time Series Forecasting Model
Developed a model to predict stock prices using advanced time series analysis techniques.
ArgusVision
A real-time weapon detection web application using Django, with computer vision and deep learning (YOLOv8) to identify weapons like knives, pistols, and rifles. Integrated email notifications for client alerts.
Promptopia
Promptopia is a platform to share BEST AI prompts for writers, artists, and creators. (It's a Side-Hobby project, I was trying my hand on NextJS :)