▸ the fast path
backend & apis
APIs are conversations, and nobody likes a slow talker. I hunt N+1 queries for sport and treat every cache as a tiny victory.
prod · hyderabad · uptime 99.99%
$ whoami → lead software engineer @ Loyalty Juggernaut
I make APIs embarrassingly fast, teams unreasonably effective, and AI actually useful in production.
v2.0.26
[scroll]
// the human behind the endpoints
📍 Hyderabad, India
Four-plus years ago I walked into Loyalty Juggernaut as an intern who thought caching was cheating. Somewhere between then and now I ended up leading a team of 12 at Loyalty Juggernaut, which still feels slightly surreal to type. Most of what I know came from doing mildly crazy things in production, helping people when I could (often), and asking for help when I was clearly in over my head (very often). I have one honest obsession: making slow things fast - a request that takes a second is just a request that has not met me yet. Lately a good chunk of my week goes to AI: wiring LLMs and agents into real workflows and learning what actually ships versus what just demos well. Weekdays are corporate; weekends go to side projects like VibeNear and TheWallTour, or whatever rabbit hole looks fun that week. I still do not know what I do not know, but the list keeps getting more interesting.
$ cat hobbies.txt → gaming · anime · workouts
▸ the fast path
APIs are conversations, and nobody likes a slow talker. I hunt N+1 queries for sport and treat every cache as a tiny victory.
▸ boring on purpose
The best infrastructure is the kind nobody notices. Building on AWS since my first prod deploy, including the part where the bill gets smaller.
▸ prompt to production
MCP servers, RAG pipelines, agentic workflows, LLM-powered tooling. Weekends of wiring models into real systems, learning what ships versus what demos.
▸ making other engineers faster
600+ APIs on OpenAPI with AI-powered search, runbooks people actually open, and docs written the way I wish someone had written them for me.
▸ the human part
Leading 12 engineers taught me the job is raising the quality of everyone's code, not just mine. Mentoring, design reviews, staying calm when pagers scream.
$ git log --graph --career
commit a1b2c3d · Dec 2021 – May 2022
Product Engineer Intern · Loyalty Juggernaut
Cut microservice version lookups from 8s to 200ms
commit e4f5a6b · May 2022 – Jan 2024
Product Engineer · Loyalty Juggernaut
Killed N+1 queries, built FinanceConnect, 90% fewer key incidents
commit c7d8e9f · Jan 2024 – Sept 2025
Senior Product Engineer · Loyalty Juggernaut
Next-Gen APIs: 1s → 20ms average latency, 600+ APIs migrated
commit f0a1b2c · Sept 2025 – Present
Lead Product Engineer · Loyalty Juggernaut
Team of 12 · 65% AWS logging cost cut · zero-incident Features service
None of these were assignments. I build things because building is the fun part, and the fun compounds: every weekend experiment is one more tool I already know how to swing when a real problem walks in.
Location-based discovery app for events and outlets around you.
A curated wallpaper storefront that turned browsing walls into a tour.
⧉ hosting lapsed, revival pending
A cute desktop companion that lives above your windows.
★ water reminders that walk back on screen
Local-first AI studio that turns long videos into short-form clips.
Chibi Monkey D. Luffy living on your desktop.
★ ships Gears 2 through 5, triggered by your typing speed
$ git push origin future