I believe in shipping fast and solving hard problems with elegant execution. Currently focused on Indic AI models and developer tools that people actually use.
Latest Writing & Thoughts
All posts ENGINEERING
10 min read
Kubernetes Explained: Why Companies Actually Use It
Running containers in production without Kubernetes means manual restarts, no scaling, and one crash away from downtime. Here's what K8s actually solves.
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AI & DEEP TECH LEADERS
9 min read
Claude Fable 5: What Developers Need to Know
Anthropic just shipped Claude Fable 5 — a Mythos-class model with 80.3% on SWE-Bench Pro. Here's what it is, what it costs, and when to use it.
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ENGINEERING
10 min read
Why Forward Deployed Engineers Are Becoming the New Product Builders
FDEs aren't just deploying software anymore — they're shaping it. Here's why forward deployed engineers are quietly becoming the most influential product builders in enterprise AI.
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Products & Engineering
Shadow
Problem:
Developers leak sensitive IP and credentials during remote demos & screen sharing.
Solution:
Built a low-level desktop utility that redacts targeted windows from Capture APIs.
Impact:
- Solves a critical B2B privacy risk
- Cross-platform rendering architecture
ThoughtStream
Problem:
Complex note-taking apps break the flow state for engineers debugging systems.
Solution:
Designed a minimal, stream-of-consciousness capture tool focused entirely on speed.
Impact:
- Zero UI-latency text capture
- Improves rapid context switching
ML Nashik
Problem:
Central India lacked a high-density, hands-on Machine Learning ecosystem.
Solution:
Bootstrapped an elite Google Developer community focused on applied AI.
Impact:
- Upskilled thousands of developers
- Created a primary talent density hub
Open Source Models
Marathlish MiniLM
Bilingual semantic search model for mixed Marathi-English text. Fine-tuned MiniLM for cross-lingual understanding.
Hinglish MiniLM
Semantic search for Hindi-English code-mixed queries. Built for real-world multilingual search.
All Models →
Explore models, training methodology, benchmarks, and usage examples.
Work With Me
I build AI-powered products, train specialized models, and share technical insights. Always open to interesting product engineering roles, collaborations, and speaking opportunities.