Projects

A collection of AI/ML projects and applications I've worked on. From LLM fine-tuning, RAG & Agentic systems to intelligent backend solutions.

Featured

Qwen3-Swahili-Cognition

Advancing Swahili language capabilities in Large Language Models through multi-modal fine-tuning for Text, Speech, and Vision tasks. Focused on improving AI accessibility for East African markets and preserving the Swahili language in AI systems.

PythonPyTorchHuggingFaceQwen3LLM FinetuningJupyter NotebookTransformers

AI Agentic System

A 7-layer architectural blueprint for building reliable, observable, and scalable agentic AI systems in production. Separates concerns like orchestration, context, security, and monitoring to ensure robust AI agent deployment.

PythonFastAPILangchainAI AgentsMicroservicesDockerSystem Architecture

Basic RAG Pipeline

Complete Retrieval-Augmented Generation implementation combining vector search with LLM generation for intelligent information retrieval. Features REST API backend and modern frontend scaffold ready for integration.

PythonFastAPILangChainChromaDBOpenAIRAGNext.jsTypeScript

FastAPI Starter Project

Production-ready backend template with modular architecture, secure authentication, database flexibility, and pre-built Auth & User modules. Perfect for MVPs and scalable applications.

FastAPIPostgreSQLSQLAlchemyJWTPythonPydantic

ETL Data Pipeline with FastAPI

Robust ETL pipeline that extracts data from files, cleans and transforms it, then loads into a data warehouse. Features containerized deployment for easy scaling and management.

FastAPIPostgreSQLDockerPandasPythonETL

E-Commerce Backend with NestJS

Comprehensive e-commerce backend API with complete product, order, and customer management. Features secure authentication, shopping cart, payment integration readiness, and admin operations for online retail.

NestJSPostgreSQLTypeORMTypeScriptJWTPassport

Spiritual Service Portfolio

Official online portfolio and service platform for a respected spiritual teacher and mentor. An initiative dedicated to nurturing compassion, empowering communities, and illuminating lives through timeless spiritual teachings.

Next.jsReactTypeScriptTailwind CSS

Hadoram Constructions Co. Website

Professional portfolio website for a leading architecture and engineering construction company in Tanzania. Features project showcase, service listings, company profile, and client contact system for establishing strong online presence.

Next.jsTailwind CSSPostgreSQLFastAPITypeScriptPython