CURRENT CASE:JOC

CASE 04 · headline

CLOSED

JOC

CORE BACKEND CONTRIBUTOR

A real-time system monitor that explains each problem, predicts what comes next and fixes it only with your approval.

APR 202661 / 162 COMMITS

Dashboard run without its backend, so the gauges read zero

EVIDENCE · metrics

7-STAGE

DIAGNOSTIC PIPELINE

COMMITS61 / 162

THE ACCOUNT · summary

JOC samples CPU, RAM, disk, thermals and processes every 5 seconds. A seven-stage pipeline turns each sample into a plain-language diagnosis with a forecast, and a React dashboard shows it live over WebSocket.

CLUES FOUND · what I built

  1. The project skeleton and snapshot provider (my first pull request), then the core engine with change detection.
  2. The action history store and the Fix Engine, which ends processes safely and protects critical ones.
  3. The System Tweak Engine, with dry-run previews, risk guards and one-click revert.
  4. Smart action suggestions, the API foundation, the monitor loop, and red-team and blue-team training modules.

TOOLS RECOVERED · stack

  • Python
  • FastAPI
  • psutil
  • NumPy
  • WebSockets
  • React 19
  • Tailwind
  • Zustand
  • Recharts

PARTY · teammates

EVENT LOG · activity

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

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

[--:--:--] Sampling CPU, RAM, disk and thermals every 5 s...

[--:--:--] 7-stage diagnostic pipeline engaged.

[--:--:--] Fix Engine armed. No process ends without approval.

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.

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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