Prashanth
StarOne01
Curiosity-driven engineer exploring systems from first principles. Building stuff.
About
I am a Systems and AI Engineer based in Coimbatore, Tamil Nadu. Currently a third-year Electrical & Electronics Engineering student, I am a self-taught programmer driven by an insatiable curiosity about how complex systems work. I specialize in building software from zero-to-one through deep exploration and investigative problem-solving.
My work bridges bare-metal inference and responsive UI, spanning production machine learning pipelines, compiler infrastructure, and distributed systems.
Expertise
Production Machine Learning
Developing state-of-the-art ASR architectures (Conformer, RNN-T, CTC). Fine-tuning Whisper models with QLoRA, handling speaker diarization, and deploying local inference pipelines (Ollama) with structured clinical outputs.
Systems & Infrastructure
Engineering privacy-by-design infrastructure for an AI companion platform (primesoma self) — GDPR (Art. 9, 22), India DPDP Act, CCPA/CPRA, and US state AI companion laws. Argon2id encryption, Go backends with vector-based matching.
Open Source & Compilers
Active LLVM contributor with contributions across the codebase. Creator of PhraseNuX, a C++ CLI password manager with AES encryption, and researcher on cross-lingual reasoning compression.
Creative Technologies
Fusing technical rigor with high-end creative tools, working with Unreal Engine 5 cinematics and DaVinci Resolve for advanced color grading and export pipelines.
Experience
Founding Engineer
PresentMedclara
Architecting a voice-first, multilingual clinical documentation platform that converts doctor-patient conversations into structured SOAP notes using custom ASR and LLMs.
Founder
PresentSoftware Development Agency
Running a Coimbatore-based agency funding other ventures. Delivering high-end web projects, custom AI agent systems (like WhatsApp bots), and enterprise software for real estate firms, studios, and manufacturing businesses.
Founder
Presentself (primesoma)
Building an AI-native dating platform that matches people through meaningful conversation. Full-stack: Go/Gin backend, Flutter mobile app, vector-based matching, and end-to-end encryption.
Founder
Upcoming Startupprimesoma
Building a vertically integrated wellness ecosystem — everything a prime body needs from food and groceries to farms, fitness, and health. Owning the entire stack to deliver seamless, end-to-end wellness solutions.
Open Source Contributor & Researcher
OngoingLLVM, EfficientXLang
Authored 15+ merged LLVM PRs including float-related changes. Conducted original research assessing cross-lingual reasoning in multilingual LLMs. Created PhraseNuX (C++ CLI password manager) and authored technical series on production AI realities.
Technical Stack
Languages & Frameworks
AI & ML Systems
Production & Infrastructure
Low-level & Compilers
Creative & Motion
Contact
I welcome discussions on AI technology, systems architecture, engineering leadership, and opportunities to collaborate on meaningful projects pushing the boundaries of what's possible.
Recent Work
- →EfficientXLang: Cross-lingual reasoning gap in LLMs
- →PhraseNuX: C++ CLI AES password manager
- →Active content series: Multilingual LLM evaluation & ASR architecture