CURRENT CASE:BACKSEAT

CASE 09 · minor case

UNSOLVED

BACKSEAT

SOLO

[UNSOLVED · IN PROGRESS] TWITCHCON CODEX

Tells viewers who join a Twitch stream late what they missed.

OCT 20263 / 3 COMMITSPRIVATE REPO

WARNING In progress: hackathon submission due Nov 2, 2026.

NO PHOTOGRAPH RECOVERED

EVIDENCE · metrics

COMMITS3 / 3

THE ACCOUNT · summary

It turns stream audio and chat into a short recap grounded in what was actually said. Milestone 1 is a tested TypeScript replay harness that simulates transcripts, chat, commands and raids; a !recap command, an OBS overlay and raid welcome cards come next.

CLUES FOUND · what I built

  1. The product brief, the architecture, and the offline replay harness with its tests.

TOOLS RECOVERED · stack

  • TypeScript
  • Node.js

EVENT LOG · activity

[--:--:--] CASE FILES/98 shell loaded. Memory check: 640 KB OK.

[--:--:--] Investigator on file: AKSH RASTOGI.

[--:--:--] Case open: Backseat, TwitchCon × Codex entry.

[--:--:--] Replay harness online: transcripts, chat, commands and raids simulated.

[--:--:--] WARNING: submission due 02 NOV 2026. Case unsolved.

INVESTIGATOR · about me

AKSH RASTOGI

CO-FOUNDER & CTO @ MAITRI

STATUS
CTO @ MAITRI
CASES
9 PROJECTS
COMMITS
283 AUTHORED
LOCATION
NEW DELHI, INDIA
TRANSMIT EMAILVIEW ATS RESUMEGITHUB DISPATCH

SHELL AFTER WORLD OF HORROR · PANSTASZ

RESUME · ATS view

OPEN AS PAGE

AKSH RASTOGI

akshrastogi.100@gmail.com · github.com/ChickenWings-0 · linkedin.com/in/aksh-rastogi-108a41380 · Greater Noida / New Delhi, India

SUMMARY

B.Tech student in Computer Science (AI & ML) at Delhi Technical Campus (GGSIPU) who builds AI products end to end, from fine-tuning models on a 24 GB AMD GPU to shipping React front ends. Co-founder and CTO of MAITRI, a live AI wellness companion funded by a ₹1 lakh GGSIPU grant, and lead engineer on OASIS, an AI video and music studio.

TECHNICAL SKILLS

  • Languages: TypeScript, JavaScript, Python, C, SQL, HTML, CSS
  • Front end: React, Next.js, Vite, Tailwind CSS, Zustand, three.js, Framer Motion
  • Back end: FastAPI, Node.js, Express, WebSockets, server-sent events, PostgreSQL (Knex), MongoDB, SQLite, JWT auth
  • AI and ML: PyTorch (ROCm and CUDA), Hugging Face Transformers, PEFT and QLoRA, TRL, Diffusers, llama.cpp, Ollama, MediaPipe
  • Geospatial: rasterio, GeoPandas, Shapely
  • Tools: Git, GitHub Actions, Docker, Linux, Vercel, Cloudflare Tunnel, pytest, Vitest, Bluetooth LE

PROJECTS

MAITRI — Co-Founder & CTO · Adaptive AI wellness companion funded by a ₹1 lakh GGSIPU grant · React 19, TypeScript, Express 5, PostgreSQL · Jul–Oct 2026 · maitri.cc

  • Co-founded MAITRI and lead its engineering as CTO; GGSIPU officially funds the project with a ₹1 lakh grant.
  • Built the Yoga Content Studio: in-browser posture scoring, a 3D practice view and instructor recording tools; wrote 89 of 184 commits.
  • Moved companion inference onto a self-hosted GPU behind Cloudflare Tunnel with a single-job queue, and built a fine-tuning and evaluation pipeline (TRL, PEFT, GGUF, Ollama).

OASIS — AI video and music generation studio · React, TypeScript, FastAPI, PyTorch · Sep 2026 · live demo

  • Led a 96-hour team build of a studio that generates video (LTX-Video) and music (MusicGen), then edits both on one shared timeline; wrote 83 of 122 commits.
  • Built a FastAPI orchestrator that schedules GPU jobs across an AMD ROCm desktop and a CUDA laptop behind Cloudflare Tunnel, with API-key auth, rate limits and live progress.
  • Built a React multi-stem music editor with stem separation, beat snapping and mix rendering.

SatQuery AI — Agentic vision-language assistant for satellite imagery · Python, FastAPI, PyTorch, React · Sep 2026 · GitHub

  • Fine-tuned Qwen3-VL-8B with QLoRA on 53K remote-sensing samples, lifting answer accuracy from 26.4% to 81.8%, with 100% citation precision on 500 held-out samples.
  • Designed tool orchestration with 11 input checks, Siamese change detection and a per-answer audit trace; runs fully offline on one 24 GB GPU.

JOC — Real-time system monitoring and optimisation engine · Python, FastAPI, React · Apr 2026 · GitHub

  • Wrote core backend modules for a three-person team (61 of 162 commits): the snapshot engine, a Fix Engine that protects critical processes, and a tweak engine with dry-run and one-click revert.

More projects: Sierra (personal finance dashboard), RoomSync (room lights synced to screen and music over Bluetooth LE), ManoShaanti (AI mental-wellness app), Kaladrishti (dance tutor with live pose tracking).

EDUCATION

B.Tech in Computer Science and Engineering (AI & ML) — Delhi Technical Campus, affiliated with Guru Gobind Singh Indraprastha University (GGSIPU) · 2025 – 2029 (expected) · CGPA 8.8 / 10

HACKATHONS

  • TwitchCon × Codex Hackathon, Devpost (Nov 2026): Backseat, which tells late-joining Twitch viewers what they missed. Submission due Nov 2.
  • Smart India Hackathon 2026 (Sep 2026): SatQuery AI, for problem statement 26167 from ISRO's Space Applications Centre.
  • ISRO Space Apps Challenge (May 2026): MAITRI v1, a team-built wellness companion for astronauts on long missions.

KEYS · shortcuts

A B CCase · Dossier · Archive
1 – 9Open case 01–09
[ ]Previous / next case
DLaunch the live demo, if there is one
SInspect the source code, if it is public
IFocus the inventory
ROpen the resume
PChange ink
MSound on / off
?This list
ESCClose an overlay, finish the log, clear a selection

INVESTIGATOR ID · credentials

CASE FILES · CLEARANCE GRANTED

AKSH RASTOGI

CO-FOUNDER & CTO @ MAITRI

B.Tech AI & ML @ Delhi Technical Campus (GGSIPU)

STATUS
CTO @ MAITRI
CASES
9 PROJECTS
COMMITS
283 AUTHORED
LOCATION
NEW DELHI, INDIA
EMAILVIEW ATS RESUMEGITHUB DISPATCH