AI Engineer · LLM Systems & Multi-Agent Architecture
Founding AI Engineer @ SUN (a16z) · M.Sc. CS @ TU Graz · ICPC World Finalist
I build production-grade LLM systems — multi-agent orchestration, real-time voice AI, and evaluation infrastructure. Currently the founding AI engineer at an a16z-backed startup, shipping the core generative engine that turns a single prompt into a finished audio course.
- 🔭 Building the multi-agent generation engine and TTS evaluation pipeline at SUN
- 🎓 Researching LLMs and immersive learning at TU Graz
- 🌱 Contributing to LangChain Core (7+ merged PRs across stability, error handling, and provider integrations)
- ✍️ Writing about GenAI architecture and developer ergonomics on Medium
- 📫 Reach me at ahmed.tammaa.ai@icloud.com
| Role | Company |
|---|---|
| Founding AI Engineer | SUN (a16z portfolio) |
| Generative AI Engineer | Graph8 |
| AI Engineer | Wassel AI |
| ML & NLP Engineer | Corporatica |
| Teaching & Research Assistant | British University in Egypt |
🎙️ Multi-Agent Audio Course Generation (SUN, current) End-to-end pipeline that converts a topic prompt into a podcast-style AI course. Multi-agent script generation, prosody-aware TTS, and a two-track evaluation system (text-level grading + LALM audio judging).
📊 LLM Data Analyst Agent Agentic workflow built on LangGraph that autonomously analyzes enterprise data and generates visualizations. RBAC layer for safe, permissioned database access.
⚖️ Autonomous Legal PDF Summarizer LangChain agent that parses lengthy legal documents and emits structured JSON summaries, with built-in correctness and safety evaluations.
🖼️ Adversarial Text-to-Image Synthesis (undergraduate research) GAN + NLP system achieving FID: 95, IS: 3.09. Instance Selection algorithms cut training time by 20%.
LangChain Core — 7+ merged PRs
#27678·#29397— RefactoredHTMLHeaderTextSplitterfrom lxml/XSLT to BeautifulSoup; materially improved throughput on large HTML documents#30936—OutputParsernow surfaces granular errors when output is truncated bymax_tokens#30935— Anthropic: optional tool descriptions#29758— DeepSeek: JSON decoding error handling
python-pptx-text-replacer — #14 — Extended functionality for master slides
- 🏆 ICPC World Finalist (2023) — top 2% of collegiate programmers worldwide
- 🥇 ACPC Regional Finalist (2021, 2022) — Arab & African Collegiate Programming Contest
- 🎓 First Class Honors, Valedictorian — B.Sc. AI, British University in Egypt (ranked 1st in cohort)
- 🏅 Best Research and Design Award — undergraduate graduation project
Languages
LLM & ML
Infra
Open to collaborate on LLM tooling, multi-agent frameworks, and evaluation infrastructure.