Selected work
AI systems, RAG pipelines, full-stack platforms, and web3 experiments. Click into any project for the full case study and gallery.
Chronos Finance
AI-powered personal finance super-app with biometric-first security and intelligent automation — delivers personalized insights, budgeting strategies, and investment recommendations from real transaction data.
SolveIT — AI Call Center
Multilingual NLP voice/text customer support with contextual document Q&A and human escalation. Supports 50+ languages for always-on, global service.
Scalable Data Warehouse for LLM Fine-tuning
Amharic-language customer-support LLM. Fine-tuned Llama on scraped Amharic news with a production-grade Airflow + Faust + Docker pipeline.
Automated Storyboard Synthesis for Digital Advertising
Turns textual ad concepts into detailed, visually compelling storyboards by combining NLP and computer vision.
Legal Expert Contract Advisor (RAG)
Retrieval-Augmented Generation system for legal document analysis and contract Q&A — deployed behind a FastAPI service.
Crypto Trading Engineering
Scalable backtesting platform with time-series forecasting to predict future price trends and manage strategy risk.
Ethiopian Startup Community Platform
A unified platform connecting entrepreneurs, investors, accelerators, incubators, government agencies, and training providers across Ethiopia's innovation ecosystem.
Hook Lab — Agency Site
Portfolio site for a video-editing agency. Next.js, Tailwind, Framer Motion, shadcn/ui.
Fetir — Ecommerce for Ethiopian Artisans
Marketplace empowering Ethiopian creative artists and craftsmen to showcase, sell, and get recognized for their work.
ELO — Effortless Order Foods (DApp)
Decentralized food-ordering rewards platform with token pre-sale, staking, and trading interface.
Legacy Code Cartographer
Codebase intelligence system that maps legacy production environments using AI agents — generates architecture graphs, dependency maps, and onboarding guides to accelerate forward-deployed engineer ramp-up.
Automation Auditor
Deep LangGraph swarm orchestration for autonomous agent governance — monitors, audits, and enforces policies across multi-agent workflows to ensure safe and compliant AI automation at scale.
The Ledger
Agentic event store and enterprise audit infrastructure — immutable memory and governance backbone for multi-agent AI systems, enabling full traceability of agent decisions and actions at production scale.
Portfolio 1
First iteration of Temesgen's personal portfolio — a responsive Next.js site showcasing projects, skills, and achievements with dark mode, server-side rendering, and a Resend-powered contact pipeline.