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currently shipping flickstat · open to roles ’26

Arnav Gupta

I build ML tools and ship the whole thing.

Computer-vision engineer & full-stack builder, taking problems from the training loop to the interface someone actually uses.

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AWS certified
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Flickstat visitors
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hackathons & meetups
’26
graduating
live · open-source · demo clips

Selected work

Flickstat
analytics-native football
live preview · flickstat.com
Founder · Full-Stack
LIVE

Flickstat

A free, analytics-native football platform. Built solo on a 3-person team — ~1,200 visitors in month one with zero paid marketing.

~1,200visitors · month one
  • Next.js
  • Supabase
  • Python
▶ auto-playing
GarudaUAV · Computer Vision
PRIVATE

SAM Auto-Annotation

One-click image labeling on Meta's Segment Anything Model with multi-format export. Cut manual annotation effort by ~80%.

↓80%labeling effort
  • SAM
  • Gradio
  • Python
▶ 15s demo, auto-playing
▶ auto-playing
Personal Project
OPEN SOURCE

ML Pipeline Platform

Config-driven platform turning raw file/DB/API data into trained models — reproducible, versioned runs with a React control UI.

  • FastAPI
  • Docker
  • OpenCV
// numbers animate as you scroll

Experience

Jan 2026 — Present · now

AI / Computer Vision Engineering Intern

GarudaUAV · Noida

Shipped a SAM auto-annotation tool, an LLM model-eval report generator, and a retraining-free aerial tree-detection pipeline.

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labeling effort
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auto-extracted metrics
Jun — Aug 2025

AI / ML Intern

GarudaUAV · Noida

Built a YOLOv8 culvert-detection pipeline for drone imagery; tuned thresholds and expanded the dataset.

0.63+0.08
mAP@0.50 ↑
0.68+0.08
recall ↑
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training images
Mar — Apr 2026

Operations & Community Lead

Startup School · Mumbai

Ran ops for a founder meetup, coordinated a 4-person team, and secured a free Andheri venue via a DevX co-marketing partnership — removing the event's biggest cost.

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person team
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cities of outreach
aws · verified credentials

Certifications

AWS Solutions Architect (Associate) badge

AWS Solutions Architect

✓ verified
Associate · issued May 2026
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AWS Cloud Practitioner (Foundational) badge

AWS Cloud Practitioner

✓ verified
Foundational · issued Apr 2025
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meetups · hackathons · startup school

Community & hackathons

I spend a lot of my time inside India's tech community — not just attending, but hosting. I run and show up at Mumbai tech meetups, connecting builders and turning rooms full of strangers into people who ship together afterwards.

Hackathons are where a lot of my projects start — tight deadlines, a blank repo, and a working demo by the end. It's the fastest way I know to learn a new stack and to find the people worth building with. That same instinct led to my Startup School run, owning on-ground ops for a founder meetup and pitching a co-marketing partnership that landed a free venue.

Meetup host
Mumbai tech community
Hackathon regular
ship-by-deadline projects
Startup School
ops · outreach · Mumbai/Pune/Delhi
// say hi

Let's build something.

Got a role, a project, or just want to nerd out about computer vision? My inbox is open.

or just email arug2004@gmail.com