Services

🧠 Consulting for Startups & Enterprises

I work with teams that want to bring real technical depth into their AI strategy — without the overhead of hiring full-time.

Areas I can help with:

• System Design & Architecture: Translating business or product goals into scalable, efficient AI systems.
• Prototype-to-Production: Building proof-of-concepts that evolve into maintainable solutions.
• Optimization & Scaling: Guidance on distributed training, model efficiency, and performance tuning.
• Team Enablement: Technical mentorship or architecture reviews for early-stage or transitioning AI teams.

🔍 Research Collaboration

If you’re exploring topics like optimizers, reinforcement learning for reasoning, or efficient large-model training, I’m open to collaborations that push the boundaries of applied research.

🎤 Speaking & Education

As a PyData Global 2025 speaker and independent researcher, I occasionally take on talks, workshops, and guest sessions focused on:

• Distributed systems and training strategies
• Reinforcement learning for reasoning tasks
• Demystifying model architectures for developers and researchers

If you’re unsure which track fits your needs, reach out anyway — we can discuss whether your idea is best suited for collaboration, consulting, or advisory work.