Experience

Roles

Founder-led shipping with inference systems under real load.

The experience stack is compact but dense: one role building revenue-generating AI products from zero, and one role focused on reliability for concurrent model orchestration. Together they cover both speed and systems rigor.

FounderAI SystemsInferenceInfrastructure

22K+

Users across shipped products

$4K+

MRR on TryBookAI

400

Apployd paying customers

Current Role

Sylica LLC has been the main proving ground.

That work spans product strategy, backend architecture, infra decisions, billing, developer tooling, and latency optimization. It is founder engineering in the literal sense: no clean separation between product, system design, and execution.

Built and operated TryBookAI, Apployd, and SylicaAI under commercial usage.

Shipped infra decisions that affect cost, deploy speed, and product responsiveness.

Worked directly on job queues, billing correctness, transport performance, and stream delivery.

See shipped projects
Operating Context
Experience visual

Perspective

The value of experience is not years alone. It is whether you have already hit the ugly failure modes and learned to design around them.

ROLE PHILOSOPHY

Timeline

Sylica LLC

Founder & AI Systems Engineer · Sep 2024 – Present

Sea-Art Digital Technology Co.

Software Engineer Intern · Sep 2023 – Feb 2024

SRM University AP

BTech in Computer Science · Jul 2024 – May 2028

Experience Highlights

Experience Highlights

Founder · Sep 2024 – Present

Sylica LLC

Backend infrastructure and distributed systems

Started and shipped revenue-generating AI products from month one, covering infrastructure, billing, deployment systems, and product reliability end to end.

FoundingBackendInfrastructureAI Systems

Intern · Sep 2023 – Feb 2024

Sea-Art Digital Technology Co.

Python backend for large-scale inference

Worked on async orchestration, provider-failure handling, response normalization, and throughput optimization for multi-model AI inference systems.

PythonFastAPIasyncioInference

Hackathons & Grants

Ecosystem Validation

ETHGlobal, ETHMumbai, Google APAC, AWS, Google Cloud

BitSend was live-tested at ETHMumbai and the broader product stack received both Google Cloud and AWS startup grants. The smart-glasses prototype was shortlisted in Google APAC.

ETHGlobalGrantsHackathonsValidation

Competitive Practice

Algorithms and Data Science

368 LeetCode solved · 3x Kaggle Bronze

Kept a strong systems foundation grounded with consistent algorithmic problem solving and applied ML/data-science competition work.

LeetCodeKaggleAlgorithmsML