0→1 AI builder-leader - taking AI from R&D and PoC to production at scale
2 US Patents • 0→1 production systems • $1M+ ARR • IIT Kanpur CS
Kanishk Varshney is an AI/ML engineer-leader who takes systems from R&D and PoC to production at scale. His work centers on GenAI, RAG, and agentic systems, built on a decade in computer vision and core ML. He holds 2 US patents and a CS degree from IIT Kanpur.
Available for select GenAI & ML advisory.
Book a 1:1AiDash India Pvt. Ltd.
“Building and scaling AI/ML systems for satellite data.”
Led ML systems for processing satellite imagery into infrastructure and risk insights.
Netradyne India Pvt. Ltd.
“Real-time computer vision for driver safety.”
Built production CV systems for fatigue and distraction detection.
Methods and systems for road infrastructure management using 360-degree imagery and trained models to detect and aggregate defects, estimate geolocations, and generate actionable reports for transportation operations.
View abstractSystems and methods for digital image co-registration that tile reference and evaluated images, measure alignment offsets, classify aligned vs misaligned tiles, and auto-register images when tile-threshold criteria are satisfied.
View abstractJul 16, 2026 · 7 min read
Byte-Pair Encoding fixes word-level tokenization by working with subword pieces: it starts from single-byte characters - so text in its range is never out-of-vocabulary - and repeatedly merges the most frequent adjacent pair. Here it is built and trained from scratch, with a live playground.
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Jul 16, 2026 · 6 min read
A model never sees text - it sees integer ids from a fixed vocabulary. Building the simplest possible tokenizer makes the encode/decode contract concrete, and shows exactly where word-level tokenization loses information.
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05. Personal
Art and Photography as a creative outlet.
06. Contact
If you are building AI products that must ship reliably, I would love to collaborate.
