hillaryke
Generative AI Engineer and a machine learning enthusiast with a background in Full Stack and Software development.
Nairobi, Kenya
Pinned Repositories
50projects50days
50+ mini web projects using HTML, CSS & JS
Automated-Storyboard-Synthesis-Digital-Advertising
This project automates the creation of visually compelling storyboards from textual ad descriptions, leveraging machine learning and LLM-based agents. It tackles challenges in image analysis, text understanding, asset manipulation, and storyboard synthesis.
Backtesting-Infrastructure-CryptoTrading
A scalable, Dockerized microservices infrastructure for backtesting crypto trading strategies. It automates data collection, backtesting, and strategy management, leveraging Kafka for real-time streaming, FastAPI for efficient interaction, WebSockets for live updates and ReactJS for the frontend.
contract-qa-high-precision-rag
A RAG system for Contract Q&A that enables chatting with a contract and asking questions about the contract. It has an interface build with React and FastAPI in backend integrating rag-pipeline with Autogen agents and websockets for communication. Evaluation of the RAG is done using RAGAS.
data-warehouse-for-llm-finetuning
DevMeet
A Social Media App for developers made with Remix.run
microservices-tickets
Prompt-Tuning-Enterprise-RAG
An AI-driven system to automatically generate, evaluate, and rank prompts using Monte-Carlo and Elo Ranking system for enterprise-grade Retrieval Augmented Generation (RAG) systems.
rag-optimization-cnn-dailymail
Optimizing a Retrieval-Augmented Generation (RAG) system on the CNN/Daily Mail dataset using LangChain, with performance benchmarking and analysis via RAGAS.
Redash_LLM_Chatbot
A Redash chatbot that transforms natural language into Complex SQL queries. It uses OpenAI GPT models as the LLM. This allows non-technical stakeholders to directly access and analyze key business metrics within Redash and make informed decisions without needing SQL expertise.
hillaryke's Repositories
hillaryke/rag-optimization-cnn-dailymail
Optimizing a Retrieval-Augmented Generation (RAG) system on the CNN/Daily Mail dataset using LangChain, with performance benchmarking and analysis via RAGAS.
hillaryke/dell-hackintosh-7300-efi
hillaryke/hillaryke
hillaryke/rag-from-scratch-with-langchain
hillaryke/Automated-Storyboard-Synthesis-Digital-Advertising
This project automates the creation of visually compelling storyboards from textual ad descriptions, leveraging machine learning and LLM-based agents. It tackles challenges in image analysis, text understanding, asset manipulation, and storyboard synthesis.
hillaryke/Backtesting-Infrastructure-CryptoTrading
A scalable, Dockerized microservices infrastructure for backtesting crypto trading strategies. It automates data collection, backtesting, and strategy management, leveraging Kafka for real-time streaming, FastAPI for efficient interaction, WebSockets for live updates and ReactJS for the frontend.
hillaryke/contract-qa-high-precision-rag
A RAG system for Contract Q&A that enables chatting with a contract and asking questions about the contract. It has an interface build with React and FastAPI in backend integrating rag-pipeline with Autogen agents and websockets for communication. Evaluation of the RAG is done using RAGAS.
hillaryke/data-warehouse-for-llm-finetuning
hillaryke/Natours-web-2021
hillaryke/omnifood-web
hillaryke/Prompt-Tuning-Enterprise-RAG
An AI-driven system to automatically generate, evaluate, and rank prompts using Monte-Carlo and Elo Ranking system for enterprise-grade Retrieval Augmented Generation (RAG) systems.
hillaryke/Redash_LLM_Chatbot
A Redash chatbot that transforms natural language into Complex SQL queries. It uses OpenAI GPT models as the LLM. This allows non-technical stakeholders to directly access and analyze key business metrics within Redash and make informed decisions without needing SQL expertise.
hillaryke/bloomblas
hillaryke/Causal-Inference-Delivery-Logistic-Location-Optimization
hillaryke/data-structures-and-algorithms
hillaryke/flask-fullstack-gym
hillaryke/java-app-gradle
hillaryke/java-maven-app
hillaryke/kafka-demo-with-fastapi
hillaryke/Natours-static-web
hillaryke/news_correlation_10ac_week0
hillaryke/proj-rapid-gym
hillaryke/python-ci-cd-10A
hillaryke/react-testing
hillaryke/redash_chatbot_LLM
hillaryke/streamlit-news-analysis
hillaryke/streamlit-tellco-user-analytics
hillaryke/Telecom-User-Analytics
hillaryke/Vehicle-Trajectory-Analysis
hillaryke/vite-project-deploy