i build systems for chaotic environments.
cracked one of the toughest exams in the world at 17
i work across product, operations, design, and systems.
most of my work lives in fast moving environments where ambiguity is normal and speed matters more than presentations.
i like solving operational chaos, turning messy workflows into systems, and shipping before people finish discussing.
at saturn labs, i worked as an extension of the founding team across product, operations, hiring, and execution.
i built internal systems connecting field operations with backend workflows.
most days involved solving ambiguous problems with unrealistic timelines.
sometimes the gap between idea and deployment was less than a day.
i led inter iit tech meet 14.0 at iit patna.
managed cross functional teams across operations, logistics, hospitality, design, outreach, and execution.
handled ₹1cr+ in operations and coordinated with partners including adobe, isro, eternal, and pathway ai.
the entire experience trained me to operate under pressure without slowing down.
everything before the current work, kept short.
founder's office · aevis · remote
product analyst (intern) · vizio (now polarcut) · remote
user research (intern) · qlik bits llc · remote
most products don't fail at the build. they fail at the distribution. trxnd is the kit i'm building to fix that — content engines, orchestrated conversations, and warm-lead pipelines that run on their own.
three surfaces. one thesis: founders should ship and the marketing should compound in the background.
the platform. shared & dedicated social profiles across x, reddit, instagram, tiktok, linkedin. orchestrated conversations, narrative control, and ugc video at scale.
the product surface. account orchestration, campaign scheduling, and analytics. where the engine actually runs.
ai reddit analyzer. scans thousands of subreddits for buying-intent conversations and drafts contextual, non-spammy replies. warm leads instead of cold outreach.
shipped quietly. talked about loudly. that's the order.
i care deeply about systems.
good systems remove friction.
bad systems drain energy.
whether it's operations, software, onboarding, workflows, or communication — i like building structures that make execution feel effortless.
i think speed is a competitive advantage.
systems shipped when something felt worth understanding or fixing.
multi-agent android automation system. controls phones the way a human would: reads the accessibility tree, decides what to tap next, no apis needed. automates job applications, handles captchas by handing off to the user, accepts commands via voice/pdf/telegram, supports 15+ languages.
real-time voice-cloning video translator. takes a voice sample, then during a live call transcribes, translates (gemini), and speaks back in your cloned voice via qwen3-tts. sub-545ms end-to-end.
llm inference engine built from scratch. dynamic batching (20ms window), kv-cache rewrite from o(n²) to o(1) per token, http + grpc, prometheus/grafana observability, distributed round-robin router.
agentic rag pipeline for causal extraction from conversational data. langgraph orchestration, adaptive reranking, llm judges. f1 = 0.94. placed 5th at inter-iit tech meet 14.0.
ai mental wellness platform. real-time conversational avatar via gemini audio apis, emotion-based music generation via lyria, rag-powered persona dashboard. scaled to 1,000+ concurrent users.
live content distribution engines. content routing, scheduling, channel output, reddit intelligence.
role-specific pages. same person, different thesis each time.
build intelligence before you scale outreach.
ai native builder you need.
voice systems, growth systems, leverage.
ship fast. fix what's broken. want in.