Convincing models to cooperate
🔭 Designing and experimenting with GenAI systems, AI agents, and product-driven prototypes that explore how models reason, collaborate, and fail in real-world conditions.
🧪 Turning ideas into working demos — from prompt → model → agent → user flow — and refining them until they feel intuitive, not intimidating.
👯 Open to collaborating on GenAI projects, agent workflows, automation tools, hackathons, and experimental ideas that go beyond “tutorial AI”.
🤝 Actively learning from others on scaling AI systems, model fine-tuning, and deployment + system design for production-grade AI.
🌱 Currently deepening my understanding of NLP, transformers, Hugging Face pipelines, PyTorch, LangChain, and agent orchestration patterns.
- Models are tools — systems create value
- Prompts evolve — agents collaborate
- Code ships fast — products iterate faster
- Understanding failure > chasing perfection
I care about why a system works, not just that it works.
If you’re building AI systems, agents, or products that think,
we’ll probably have a good conversation.
Star ⭐, collaborate 🤝, or just explore — all welcome.