Technical honesty
We state what is known, what is uncertain and what evidence would change the plan.
About
A focused AI engineering firm
Asthra AI Labs was established to help teams solve AI problems that demand sustained technical ownership, careful evaluation and direct engineering involvement.
The firm works across domain adaptation, evaluation, agentic systems, retrieval and ML infrastructure, with direct senior involvement throughout each engagement.
Founder
Principal engineer
Avinash Mynampati
Founder & Principal AI Engineer
- AI systems
- Model training
- Evaluation
- Infrastructure
India → Global
Founder
Avinash Mynampati
Founder & Principal AI Engineer
Avinash is an AI and machine-learning engineer working across domain-specific language models, applied ML systems, training infrastructure and research prototyping. His professional experience includes roles at Juspay and Codingmart, alongside current work on specialised language-model systems for semiconductor engineering.
He founded Asthra AI Labs to work directly with teams tackling technically difficult problems—combining research judgement, engineering execution and meaningful evaluation from the earliest stage of a project.
- Fintech engineering
- Domain LLM training
- Applied machine learning
- AI infrastructure
- Research optimisation
- Technical research
Timeline
- Present
Asthra AI Labs
Founder & Principal AI Engineer. Focused AI engineering and consulting across domain models, evaluation, agents and infrastructure.
- Present
Domain-specific AI systems
Work on specialised language-model systems for semiconductor engineering, including adaptation, data and evaluation concerns.
- Previous
Juspay
Professional engineering experience in a fintech environment.
- Previous
Codingmart
Professional experience across product engineering and applied software work.
- Education
B.Tech, Computer Science and Engineering
Data Science specialisation, with international academic experience at EPITA, Paris.
- Ongoing
Research and independent engineering
Applied AI systems, research prototypes and production-oriented ML workflows.
Small by design
Asthra operates as a focused, founder-led firm. Projects are accepted selectively and senior technical involvement remains direct.
Based in Andhra Pradesh, India. Working remotely with teams across regions and time zones.
Values
Measurable progress
Work is structured around evaluation, checkpoints and decisions—not open-ended activity.
Confidentiality
Sensitive domain data and proprietary context are handled carefully and discussed only as needed.
Direct communication
You work with senior technical judgement rather than layers of account management.
Reusable engineering
We prefer systems and artefacts that remain useful after the engagement ends.
Long-term thinking
Short-term demos are not allowed to create long-term operational debt by default.
Next step
Have a difficult AI problem?
Bring the domain, constraints and current system. We will help determine what is feasible, what should be measured and what is worth building.
Initial conversations are exploratory and confidential.