I design systems to scale and ideas to stay simple.
Product Lead building agentic AI for 2M+ visitors. 11 years coding, 8 professionally.
Published ML/DL researcher. Speaker. Open source contributor.
- Agentic AI at Levo.so — natural language orchestrating 15+ microservices, serving 2M+ visitors
- monktensor — a deep learning framework built from scratch: scalar autograd up to trained neural nets, taught through a live interactive course
- monkrag — a RAG serving system built from scratch: embed, retrieve, augment, generate, rerank, with a live interactive course
- monkway — an LLM gateway and router built from scratch: routing, retries, caching, budgets, with a live interactive course
- The Simple Take — complex ideas, one clear thought. Daily across LinkedIn, Instagram, YouTube
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"Making simple things is the hardest thing there is. What looks simple survived thousands of iterations."
- AI Doesn't Replace Thinking. It Replaces Forgetting.
- Good Products Are Hard to Vary
- Pure Software Is Uninvestable
- A Physicist Found the Single Operation That Generates All of Mathematics
- Claude Fable 5: 6 Lines Buried in the Announcement That Matter More Than the Benchmarks
More at monkfrom.earth/blogs
Languages TypeScript · Go · Python · JavaScript
Databases PostgreSQL · MongoDB · ClickHouse · Redis
Infra AWS · Azure · Google Cloud · Docker · Kubernetes
Patterns Microservices · Event-driven · CQRS · DDD
AI LLMs · RAG · Vector Search · Agents · Deep Learning
Interests Distributed Systems · Compilers · Quantum Computing · Evolutionary Biology
monkfrom.earth — builder, writer, thinker.





