active
Creator
MoviesLikeThis
In production
The film that makes you feel the way the last one did — not just another one “like” it. Built so that a few ratings find the rest of your life's library.
ML Systems Engineer
Prashanth
~/@StarOne01
Curiosity-driven engineer exploring systems from first principles.
01 — about
An engineer who ships in production.
Final-year Electrical & Electronics Engineering student and self-taught programmer. I build software from zero-to-one — production ML pipelines, compiler infrastructure, and the distributed systems in between.
My work bridges bare-metal inference and responsive UI. Custom ASR systems, voice-first clinical AI, and privacy-by-design infrastructure.
02 — areas
Production ASR & ML
Custom ASR architectures (Conformer, RNN-T, CTC), Whisper fine-tuning with QLoRA, speaker diarization, and on-premise inference via Ollama with structured clinical outputs.
Systems & Infrastructure
Privacy-by-design backends for AI companions — GDPR (Art. 9, 22), India DPDP Act, CCPA/CPRA. Argon2id encryption, AWS & GCP, and Go services.
Compilers & Open Source
Active LLVM contributor. Authored PhraseNuX, a C++ CLI password manager with AES encryption. Research on cross-lingual reasoning compression in multilingual LLMs.
Creative Technologies
Unreal Engine 5 cinematics and DaVinci Resolve pipelines — fusing technical rigor with high-end visual work.
05 — selected work
Things I've shipped in the wild.
A few things I've built, researched, or shipped. All live, all in production or open source.
Full Stack
MoviesLikeThis
Movie discovery by feeling, not labels. The recommender keeps offering you more sci-fi, more action; this archive matches films by what they do to you — the ache, the wonder, the quiet — so the next film makes you feel the way the last one did.
openmovieslikethis
Research
EfficientXLang
Original research assessing cross-lingual reasoning in multilingual LLMs. A study on whether reasoning compresses across languages — and where it doesn't.
shippedefficientxlang
Founder
Medclara
Voice-first, multilingual clinical documentation. Doctor-patient conversations → structured SOAP notes via custom ASR and local LLMs.
shippedmedclara
Open Source
PhraseNuX
C++ CLI password manager with AES encryption. Zero dependencies, audited crypto, built to teach myself systems-level C++ the hard way.
openphrasenux
03 — experience
Things I've built & broken.
A horizontal track of roles, ventures, and ongoing work. Scroll to traverse.
scroll progress84
active
Founder
Software Development AgencyPresent
Coimbatore-based agency funding other ventures. High-end web projects, custom AI agent systems (WhatsApp bots), and enterprise software for real estate, studios, and manufacturing.
ongoing
Open Source Contributor & Researcher
LLVM · EfficientXLang
Ongoing
15+ merged LLVM PRs (incl. float-related changes). Original research on cross-lingual reasoning in multilingual LLMs. Authored technical series on production AI realities.
development
Founder
self (primesoma)
In development
AI-native dating platform matching through meaningful conversation. Go/Gin backend, Flutter mobile, end-to-end encryption.
upcoming
Founder
primesoma
Upcoming
Vertically integrated wellness ecosystem — food, groceries, farms, fitness, health. Owning the entire stack end-to-end.
past
Co-founder
Medclara
Past
Co-founded a voice-first, multilingual clinical documentation platform. Doctor-patient conversations → structured SOAP notes via custom ASR and LLMs.
→ end of timeline
04 — stack
Tools, not ornaments.
Languages, frameworks, infrastructure, and the disciplines I reach for. Grouped by what they actually do.
Go✦Python✦TypeScript✦JavaScript✦C++✦Dart✦ASR (Conformer · RNN-T · CTC)✦Whisper✦IndicConformer✦PEFT / QLoRA✦Ollama✦Local Inference✦AWS✦GCP✦Docker✦Redis✦PostgreSQL✦Supabase✦Vercel✦On-prem AI✦Voice Pipelines✦Next.js✦React✦Tailwind✦Framer Motion✦pgvector (HNSW)✦Embedding Pipelines✦Relevance Ranking✦LLVM✦Compiler Internals✦AST Transformations✦Systems C++✦System Design✦Architecting✦Testing in prod✦Unreal Engine 5✦DaVinci Resolve✦Cinematic Editing✦Go✦Python✦TypeScript✦JavaScript✦C++✦Dart✦ASR (Conformer · RNN-T · CTC)✦Whisper✦IndicConformer✦PEFT / QLoRA✦Ollama✦Local Inference✦AWS✦GCP✦Docker✦Redis✦PostgreSQL✦Supabase✦Vercel✦On-prem AI✦Voice Pipelines✦Next.js✦React✦Tailwind✦Framer Motion✦pgvector (HNSW)✦Embedding Pipelines✦Relevance Ranking✦LLVM✦Compiler Internals✦AST Transformations✦Systems C++✦System Design✦Architecting✦Testing in prod✦Unreal Engine 5✦DaVinci Resolve✦Cinematic Editing✦
Languages
- Go
- Python
- TypeScript
- JavaScript
- C++★
- Dart
AI / ML
- ASR (Conformer · RNN-T · CTC)
- Whisper
- IndicConformer
- PEFT / QLoRA
- Ollama
- Local Inference
Cloud & Infra
- AWS
- GCP
- Docker
- Redis
- PostgreSQL
- Supabase
- Vercel
- On-prem AI
- Voice Pipelines
Frontend
- Next.js
- React
- Tailwind
- Framer Motion
Semantic Search
- pgvector (HNSW)
- Embedding Pipelines
- Relevance Ranking
Low-level
- LLVM
- Compiler Internals
- AST Transformations
- Systems C++
Disciplines
- System Design
- Architecting
- Testing in prod(lol)
Creative
- Unreal Engine 5
- DaVinci Resolve
- Cinematic Editing
06 — contact
Let's build something real.
Open to collaborations on AI infrastructure, systems engineering, and tooling for serious problems. Cold emails welcome.
or, if you prefer
ping@starone01.me →