About Me

Education

I graduated with a Bachelor of Science in Physics in 2022 and will be graduating with a Masters in Computer Science in May 2024. I have learned a lot of advanced computer skills in my past 2 years and I believe that my degree in physics along with learning advanced mathematics and statistics really helps me in deeply understanding new AI technology, especially LLMs.

I have been creating projects and tinkering with LLMs for a while now which include GPT-3.5, Mistral8x7B and more, working with embeddings such as HuggingFace Embeddings, OpenAI Embeddings (which this website uses) as well as working with VectorDBs like ChromaDB and AstraDB.



Skills

When it comes to languages, my primay skill is Python. I have been creating and tinkering with Machine Learning models for the past 3 years and Python has thus become my primary language. My secondary skills include HTML, CSS and some TypeScript here and there (like this website).

When it comes to frameworks, I am well versed with PyTorch, TensorFlow and the ever evolving LangChain. I have implemented LangChain frameworks in both Python and JavaScript. I also have experience with frameworks like Pandas and Tailwind.



My Projects

This should be an ever-growing list, but as of now, I believe that the projects that I've mentioned below are the most relevant to the work I do and want to keep doing. (Tip: Try asking the chatbot for the links to these projects by clicking on the icon)

  • PaimonBot - A videogame chatbot for Genshin Impact to help with character building. Uses Mistral, HuggingFace and FAISS
  • Multimodal Local RAG - A multimodal local RAG application made with Ollama that can query documents entirely locally, also, URLs
  • Pune House Price Predictor - A house price predictor for the city of Pune. Prediction based on Ridge Regression and deployed using Flask
  • For more, checkout my Github using the socials page


My Tech Stack

My Tech Stack is fairly diverse and I hope to gain more knowledge on these existing technologies as well as learning new ones!

Languages

  • Python
  • HTML
  • Javascript
  • Typescript
  • CSS

Frameworks and Libraries

  • Langchain for JS and Python
  • Pytorch
  • Tensorflow
  • Node JS
  • React JS
  • React Native
  • Next JS
  • Tailwind

Other Tech Knowledge

  • Vector DBs such as Astra DB
  • Redis for caching
  • Streamlit
  • Vercel AI
  • Basic AWS knowledge


Other experiences and achievements