Machine Learning, Gen AI
Machine Learning, Data Science, Generative AI, multi modality, LLMs, Vector Databases, RAG.
Some example projects:
- Eco Trivia Quiz Application (with integrated chat agent options) to experiment with low-code / no-code solutions both on the front-end (FlutterFlow + Rive animations) and the back-end (Google Agent Builder with RAG).Source code reporitories.
- Chat agent experimenting with Google Agent Builder no-code platform supported by RAG (Retrieval Augmented Generation)Streamlit front-end source code.
- LLM Knowledge agent with RAG Fusion using Cohere chat and Command R model, document guided and web connector guided agents, Weaviate services and LangChain. Related source code.
- QBRAG (QnA Boosted RAG) Knowledge LLM agent on Vectara platform (embedding, vector database, ranking, etc.), and using AnyScale (for LLM hosting, fine tuning), and React for front-end, also contributing to question_extractor open source semantic chunking and Q&A generator project. Related source code.
- GeMMAA (Generative Multi Modal Augmented Reality Art) application by AIWeavers for Multi Modal hackathon by Weaviate at AIx Innovation Summit. Related back-end source code.
- Knowledge LLM agent with RAG utilizing low-code / no-code cnvrg LLMaaS platformLimited source code due to confidentiality.
- Gen AI multimodal Rock Star Challenge: Song "Xeon Fury" of the band "Nerdcore Annihilation"Asset snippets.
- Multi Modal Generative AI Travel blog helper app for the Samsung Next Gen AI hackathonBack-end code.
Semantic chunking, QnA generation, fine tuning
Retrieval Augmented Generation
Prompt Engineering, LLM Red Teaming
Multi-Modal models
Agentic workflows