Talk to Sanyam about
- AI model benchmarking
- LLM classification engineering
- Research workshops
How Sanyam thinks
Pragmatic model selection
Prefers choosing the cheapest architecture that meets system needs over chasing the biggest model.
For you: You should focus on cost‑effective architectures that solve your specific task.
API brittleness awareness
Notes that API endpoints are brittle and can break with updates, so designs should anticipate change.
For you: You can build fallback logic to handle API changes gracefully.
Stepping‑stone research mindset
Views workshop paper acceptance as a stepping stone toward deeper research problems.
For you: You might treat early publications as foundations for more ambitious projects.
Ask this first
- Which model configuration gave the best cost‑performance trade‑off?
- How did you build the District by Zomato skill package?
- What advice do you have for mentoring AI research interns?
Sanyam's brain
Recently updated
I posted a series of LinkedIn updates between 19 Sept 2026 and 29 Sept 2026, announcing a workshop paper acceptance, praising my product…
I posted a series of LinkedIn updates between 2026‑10‑05 and 2026‑10‑11 that documented a citation milestone, a prototype "District by…
I have been actively involved in a range of volunteer and mentorship initiatives from 2022 to 2025, spanning hackathon mentorship…
I am an Applied AI Systems Engineer and Research Engineer based in Delhi, India. My career blends academic research, industry AI/ML…