A Developer
Abhiram Nair
Software • Design • AI • Writing
I design and build cinematic digital experiences that make complex systems feel intuitive, human, and alive.
Featured projects
A selection of projects I've worked on, from concept to launch.
Built ML-powered resume optimization with AI rewrites, ATS-focused keyword targeting, and transparent diffing that helped candidates beat screening filters without losing their voice.
Built an MCP server that turns natural-language chat commands into structured Todoist workflows for planning, triage, and task execution.
JournalLike Git blame for LLM changes, built to make AI edits transparent and trustworthy.
Led fullstack development for an industrial lubricants platform focused on product discovery, trust, and conversion.
The timeline
Places I've built, studied, and contributed — ordered newest first.
Software Engineer
Shipping end-to-end product systems, AI-driven experiences, and backend infrastructure as part of Google's London engineering team.
Matcha Resume
Building an AI resume platform focused on ATS optimization, transparent diffing, Matcha scoring, and ML-assisted rewrites.
Software Development Engineer
Re-architected an analytics pipeline processing 100M events/month and cut feature-engineering time by 40% on Amazon Connect.
Todoist MCP Server
Built an LLM-powered task automation interface connecting Claude to Todoist via a custom MCP server, reaching 95%+ structured-output accuracy.
Research Engineer
Deployed ML inference on GCP and improved NLP parsing accuracy by 15% for client-communication workflows.
B.S. Computer Science
Bachelor's in Computer Science. Focus on systems, ML, and software engineering.
Recent thoughts
Exploring the intersection of design, technology, and human experience.
good enough?
on perfectionism...
The System Wasn't Built for You
On Freedom, ADHD and Anti-Fragility...
How u do anything is how u do everything
On curiosity...
My favourite things 2025
I haven’t written much this year....
Archive fragments
Older essays, visual notes, and Substack pieces that sit outside the latest writing feed.
Browse the archive
