Selected work

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.

A simulation-first evaluation funnel for digital creative — evaluate ad copy, captions, and images before you spend, then keep every cheap evaluator honest by continuously calibrating it against real-world outcomes.

Turns textual ad concepts into detailed, visually compelling storyboards by combining NLP and computer vision.

Retrieval-Augmented Generation system for legal document analysis and contract Q&A — deployed behind a FastAPI service.

Agentic search-term auditing for Google Ads — finds the broad-match budget killers, surfaces expansion winners, and clusters both into a human review gate before any negative keyword is applied.

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.

Scalable backtesting platform with time-series forecasting to predict future price trends and manage strategy risk.

Multilingual NLP voice/text customer support with contextual document Q&A and human escalation. Supports 50+ languages for always-on, global service.

A unified platform connecting entrepreneurs, investors, accelerators, incubators, government agencies, and training providers across Ethiopia's innovation ecosystem.

Portfolio site for a video-editing agency. Next.js, Tailwind, Framer Motion, shadcn/ui.

Amharic-language customer-support LLM. Fine-tuned Llama on scraped Amharic news with a production-grade Airflow + Faust + Docker pipeline.

Marketplace empowering Ethiopian creative artists and craftsmen to showcase, sell, and get recognized for their work.

Decentralized food-ordering rewards platform with token pre-sale, staking, and trading interface.

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.

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.

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.

Internal portal for a financial planning firm that replaces a manual full-day quarterly workflow with structured data entry, live-calculating forms, and one-click branded PDF reports (SACS cashflow + TCC net worth).

AI caption studio that writes on-brand social posts for five distinct client voices — onboarding each brand once into a reusable Voice Profile, then drafting three variants, self-critiquing, and recommending the most on-brand pick.