Personal Projects

Whisper-LLM-gTTS

  • Description: A voice AI application integrating Text-to-Speech, Speech-to-Text, and Local Language Model technologies for an intuitive and secure offline interface.
  • Skills Needed: AI, Voice Recognition, Software Development
  • Tools & Libraries Used: OpenAI’s Whisper, Google’s TTS, PyTorch, FastAPI, Docker
  • Links: GitHub | Demo

RAG QA with LLMs Locally using Llama-index

  • Description: A local application leveraging LLMs for text generation and database interaction, emphasizing secure data handling.
  • Skills Needed: NLP, Data Engineering, Web Development
  • Tools & Libraries Used: Streamlit, OpenAI’s Whisper, LM Studio, SQLite
  • Links: GitHub | Demo

Autogen Experiments for Coding

  • Description: A software development process simulation fostering collaboration among agents, powered by Autogen and text generation technologies.
  • Skills Needed: Full Stack Development, Machine Learning, Dockerization
  • Tools & Libraries Used: Autogen, Dolphin-2.2.1-Mistral Model, UML Diagrams, Bash
  • Links: GitHub

Dashboard for Analyzing Data of Transaction in Web3

  • Description: Interface for tracking cryptocurrency whale transactions using Etherscan’s API, Airflow, and a custom UI.
  • Skills Needed: API Integration, Data Visualization, Full Stack Development
  • Tools & Libraries Used: Etherscan API, Airflow, Docker, Uvicorn
  • Links: GitHub | Demo

Mask Detection

  • Description: Real-time face mask detection system developed during the COVID-19 crisis using machine learning and image processing techniques.
  • Skills Needed: Computer Vision, Machine Learning, Software Development
  • Tools & Libraries Used: YOLOv3, TensorFlow, Keras
  • Links: GitHub