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/DevMeet
A Social Media App for developers made with Remix.run
hillaryke/microservices-tickets
hillaryke/50projects50days
50+ mini web projects using HTML, CSS & JS
hillaryke/angular-passw-gen
hillaryke/complete-javascript-course
Starter files, final projects, and FAQ for my Complete JavaScript course
hillaryke/docker-react
hillaryke/DockerCasts-Udemy-grider
Companion repo to a DOCKER AND KUBERENETES course on Udemy.com
hillaryke/hilarykoech.github.io
hillaryke/mongo-express-k8s-example
A basic implementation of MongoDB GUI in a Kubernetes cluster.
hillaryke/multi-docker
hillaryke/multi-k8s
hillaryke/project-start_project3
hillaryke/react-fundamentals
Material for KENTCDODDS React Fundamentals Workshop
hillaryke/react-gallery-carousel
React Gallery Carousel with autoscroll, touch/drag and swipe functionality
hillaryke/react-grid-image-gallery
hillaryke/react-node-send-email
hillaryke/remix-speedrun-pokemon
Remix speed run - Pokemon
hillaryke/trillo
User-Interface of a hotel-booking website
hillaryke/webdev
hillaryke/YouConnect
A Mern Stack web application
hillaryke/Java-Data_Structures