Block 01 — Warm-up · 2 min easy

Every
discipline
is a workout.

I'm Utkarsh — an AI/ML engineer at Amazon who trains models, frames photographs, and runs half marathons. Same method everywhere: show up, do the reps, get stronger. This is my training log.

Block 02 — Strength · AI Engineering — 6 sets

Heavy
compound
work.

The big lifts. Each set is a project — open one and the reps are the deep-dive: problem, idea, build, result.

Accessory work

AI Daily Post GeneratorPython · GenAIGitHub ↗ Fitness TrackerFull stack · Data vizGitHub ↗

Block 03 — Competition · Research Season 2026

The record
board.

Every paper is a race entered: some finished, some still on course, some on the start line.

ICLR Workshop '26 Finny — LLM-powered forecast fine-tuning [placeholder — paper title/link] Published ✓

AI Tinkerers Toronto Pythia — [placeholder one-liner] Presented ✓

ACML 2026 Prompt Sensitivity Evaluation Methods — [placeholder title] Under review

ICTAI 2026 LLM Leaderboard & Benchmark Analysis — [placeholder] Under review

INFORMS 2026 InputGuard — [placeholder one-liner] Upcoming talk

Block 04 — Skill work · Photography

Technique,
not just
strength.

Precision work. Composition is form — you don't muscle a photograph, you practice it. Full gallery ↗

Black-and-white photo of a log cabin beside an old car and a semi-trailer, with storm clouds over forested mountains

Herd of bison grazing on a warm-toned grassland below distant mountains

Snow leopard mid-roar in an enclosure, rocky backdrop behind it

Downtown Toronto street scene with Scotiabank Arena signage and skyscrapers under construction

Block 05 — Cardio · Half marathons

The long
run.

New Delhi · Toronto · San Diego · New York · Seattle. Consistency beats intensity — in training and in engineering. Follow on Strava ↗

Cities

21.1

KM / race

105.5

Race KM total

Block 06 — Cool-down · Stretch & connect

Session
complete...

Good work today. Want to talk AI, photography, or training plans?

Email LinkedIn GitHub Strava

Everydisciplineis a workout.

Heavycompoundwork.

The recordboard.

Technique,not juststrength.