Kestrel
A multi-tenant GPU compute control plane with runway-aware scheduling.
Python · FastAPI · Kubernetes · Kueue · PostgreSQL · Prometheus
ENGINEER · OPEN SOURCE BUILDER
Hey, I’m Mohith.
Building the things behind the screen.
I build infrastructure for AI systems: schedulers, guardrails, and developer tools that decide what actually runs.
GSoC ’26 contributor at RUXAILAB , previously a product developer intern at Koncepts. Currently building Kestrel, a GPU compute control plane.
Experience
A few places I’ve built, learned, and taken responsibility.
- Started as an open-source contributor in Nov 2025 and was selected for Google Summer of Code 2026 (May 2026).
- Built the Focus Group Management & Analysis module end to end for RUXAILAB's open-source usability-testing platform (20 PRs, 18 merged).
- Shipped 30 PRs overall (24 merged), working with my mentor through code review.
- Added live focus-group sessions with LiveKit (SFU) and NLP-assisted thematic analysis using Python Cloud Functions on Firebase.
Vue.jsPythonFirebaseCloud FunctionsLiveKit- Shipped 165+ PRs to production on an edtech platform serving ~200K learners.
- Built the DP Mock Paper Builder end to end and the MYP eAssessment Paper Builder, generating criterion-aligned assessments with AI-generated images.
- Launched PYP: QR class-card login, a child-safety video gate, and parent-consent onboarding.
- Built a collaborative Unit Planner with edit locks and version snapshots.
- Fixed a job-queue race condition by making job claiming atomic in Postgres, and fixed LLM timeouts by streaming structured outputs.
PythonPostgreSQLNext.jsTypeScript- Founded the chapter and served as its first chair for nearly two years, building it from zero.
- Led the student team that planned and ran the chapter's technical events and workshops.
- Built a community of students around ocean engineering and technology at the university.
- Completed a one-month on-site internship at NIELIT Kozhikode, focused on backend web development.
- Built web applications with Python and Django, covering models, views, templates and database integration.
PythonDjango
THE FOUNDATION
Chinmaya Vishwavidyapeeth
B.Tech, Computer Science
Work
04 PROJECTSAI infrastructure, developer tools, and a few things I wished existed.
antivibe
A Claude Code skill that makes you read the code it wrote.
Part of the Mintlify OSS Program
Shell · Claude Code · MCP
SentinelLM
An LLM safety proxy with input policy, output evaluation, and an audit trail.
Python · FastAPI · PostgreSQL · Redis · Next.js
Kea
Real-time incident analysis with deterministic root-cause ranking and evidence-backed AI explanations.
1st place · Codex Community Hackathon, Calicut
Python · FastAPI · Neo4j · Redpanda · Next.js · Codex
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Stack
Every day
What I open without thinking about it
PythonTypeScriptFastAPINext.jsPostgreSQLDockerGitClaude Code
Often
Reached for whenever the problem calls for it
ReactKubernetesRedisTailwindSupabaseVuePrometheusVercel
When it fits
Used in anger at least once, happy to again
JavaDjangoSpring BootLangChainOllamaFirebaseMySQL
Learning
- Kubernetes & Kueuescheduling, quota, and operators from the inside
- Distributed systemsmetering, admission control, backpressure
- GPU infrastructureallocation, autoscaling, cost modelling
- Model evaluationfaithfulness, hallucination, and PII scoring
A line that stays with me