hi, i'm Subhro 👋

Machine Learning Engineer, I love building things around ML. I am active on Twitter. Read my latest research.

Main quests

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MattoboardSoftware EngineerJanuary 2026 – Present

Delivered product finder and similarity search — users find products by image or text, powered by cosine similarity over embeddings.
Built image upload matching: the system finds the best matching product from the database for any uploaded photo.
Work on the React frontend fixing bugs and improving UX, focused on the AI features of the software.

Education

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Academy of TechnologyBachelor of Technology in Computer Science and Business and Systems

Projects

TranstokenizationAdapted Mistral-7B from English to Hindi through tokenizer reconfiguration and cross-lingual token mapping — better perplexity, BLEU, and CHRF without full retraining.Python · PyTorch · LLMs AI Agent based Pull Request ReviewerAutonomous code review agent for GitHub pull requests. Celery workers with Redis as broker, built on CrewAI over the OpenAI API — receives, analyzes, and reviews code as structured JSON.Python · Celery · Redis · CrewAI Digital Divide AICollaboration between XRI Global and the University of Arizona: real-time visibility into AI model capabilities across the world's languages, starting with foundational technology support for all languages.Next.js · AI evaluation AI based changelogDeveloper tool that AI-generates changelogs on release, wired together with GitHub Actions, the GitHub API, and the OpenAI API — with a manual override when you want it.GitHub Actions · OpenAI API

Open source

Recent pull requests — merged, open, and closed — pulled live from GitHub for @JaynouOliver — this list grows on its own.

Fetching pull requests…

Research and International presentations

Why boring technology keeps winningJul 18, 2026The most reliable systems I have worked on were built from the dullest parts. That is not an accident.What I learned building Raft from scratchMay 2, 2026Consensus looks simple in the paper. Then you try to implement leader election with real clocks and real networks.Give every request a latency budgetFeb 11, 2026p99 problems are rarely one slow thing. They are ten fine things with no budget.Poster: Real-time multi-hop reasoning with Nvidia cuGraphsSep 15, 2025Poster accepted at PyTorch Conference 2025, California, USA.AI session on trans-tokenizationMar 15, 2025Conducted a remote session on trans-tokenization for large language models.