Prashanth
StarOne01
Designing high-performance distributed systems and production-grade machine learning pipelines.
About
I am a Systems and AI Engineer who specializes in building software from zero-to-one. I don't just glue APIs together; I architect low-latency microservices, optimize inference engines, and design deterministic fault-tolerant systems.
My core expertise lies in production machine learning and scalable backend infrastructure. Whether it's training state-of-the-art Automatic Speech Recognition (ASR) pipelines, efficiently fine-tuning large language models using PEFT techniques, or designing concurrent Go/C++ backends, I build systems that scale gracefully.
With deep roots in Electrical Engineering and signal processing, my approach is grounded in first principles. I bridge the complex constraints of bare-metal hardware orchestration and high-level software abstractions to deliver optimal, robust solutions.
Expertise
Production Machine Learning
Training state-of-the-art Automatic Speech Recognition (ASR) pipelines, deploying and scaling Transformer models, and utilizing Parameter-Efficient Fine-Tuning (PEFT) like LoRA for low-latency inference.
Distributed Systems Engineering
Architecting low-latency microservices, concurrent data pipelines, and robust backend infrastructures designed for high availability and fault tolerance.
Cloud & Infrastructure
Designing deterministic, scalable, and secure cloud architectures utilizing containerization (Docker, Kubernetes) and structured CI/CD pipelines.
Engineering Leadership
Mentoring technical teams, establishing rigorous engineering standards, conducting code reviews, and driving architectural vision from zero-to-one.
Experience
Founding Engineer
PresentStealth AI Infrastructure startup
Leading the core engineering architecture. Building resilient machine learning pipelines, scalable backend microservices, and high-throughput inference engines running locally on custom AI hardware.
Founding Engineer
PreviousAuxacode Solutions
Directed technical strategy and scalable software architecture to rapidly deliver MVPs. Established engineering practices across frontend and backend systems.
Electrical Engineering
OngoingAcademic Focus
Researching low-level interactions bridging hardware and software, focusing on embedded systems, digital signal processing, and low-level firmware optimization.
Technical Stack
Languages & Frameworks
AI & Machine Learning
Infrastructure
Security & Systems
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.
Let's Connect
- →AI and Systems Architecture
- →Technical advisory opportunities
- →Engineering leadership discussions
- →Open source collaboration