Manish Ram Manishram-ai

Manish Ram, Chief Scientist at Parafield: spatial audio for stories and machine learning for health. The name is in coloured ASCII block letters; beside it, a landscape at dusk made of sound, mountains drawn from the spectrum of a voice rolling toward you under a striped sun, all in glowing vertical strokes.

Hi, I'm Manish. I co-founded Parafield and I'm its Chief Scientist. We make spatial audio for audiobooks and audio stories. I also work on machine learning for health: a foundation model for fMRI, DeepTracer’s protein diffusion model, medical language models, and the benchmarks and RL environments we test them with.

About

Co-author of two ICML 2026 papers and one at NeurIPS 2026. The University of Washington gave me its Undergraduate Research Excellence Award for reaching ICML before graduating.
Contributed to CortexMAE, an fMRI foundation model on Vision Transformers that decodes cognitive states in real time.
Built an RL environment on Prime Intellect that cut medical LLM hallucinations by 20–24%, by checking every claim in an answer.
Kosmos: free, open-source software for narrators, with mastering, a teleprompter, and spelling and pronunciation checks. Our first customer uses it.
Led training and evaluation of DeepTracer’s protein diffusion model (IEEE BIBM 2026 workshop), and got UW’s Undergraduate Leadership and Service Award for it.
Pull requests to Swift, Turborepo, Vercel’s Chat SDK, Backstage, NASA’s F´ and AWS Powertools.
In grade 9, part of a Guinness World Record: the most people completing an online programming lesson in 24 hours. Top 5% in India’s national STEM boards, twice.

Papers

Writing

Recent writing. A record player whose record has eight coloured bands, one for each piece below; the arm plays them in order and the readout names the piece under the needle.

Code

Lines of code on GitHub, added and removed, with a diffstat line of plus and minus signs the way git prints one.

My GitHub contributions in the last year, drawn in ASCII shade blocks, one block a day and fuller on busier days. It redraws itself from GitHub every three hours.

Tools

Tools I use: Python, PyTorch, scikit-learn, C++, TypeScript, JavaScript, React, Node.js, Vite, Swift, Dart, Flutter, AWS, Docker, GitHub Actions, Git, Linux, Bash and LaTeX.

Navigation Menu

Manish Ram Manishram-ai

Achievements

Achievements

Block or report Manishram-ai

Pinned Loading

Uh oh!