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.

Languages & Core

Frontend & UI Thinking

AI & Workflow

Collaboration & Design

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.