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ratishoberoi/README.md

RATISH OBEROI

EX-CTO • AI/ML ENGINEER • SYSTEM BUILDER

Raised ₹1 Cr+ Pre-Seed Funding

Building AI systems, LLM infrastructure, developer platforms, and intelligent automation.

AI SYSTEMS................................................[ ACTIVE ]
LLM INFRASTRUCTURE........................................[ BUILDING ]
AUTOMATION PLATFORMS......................................[ SHIPPING ]
PROFILE RAID..............................................[ LIVE ]

Visitor Intro

This is not a traditional GitHub profile.

You are entering a live AI portfolio and interactive world boss raid. Fight bosses, earn loot, climb the leaderboard, and explore the systems, products, and AI engineering work behind the profile.

About Me

I build AI systems, intelligent developer tools, automation platforms, and production-grade software from concept to deployment.

I am an Ex-CTO, AI/ML Engineer, Full Stack Engineer, and System Builder with experience raising ₹1 Cr+ in Pre-Seed funding and building technical products end to end.

Current focus areas:

  • Artificial Intelligence and Machine Learning systems
  • LLM systems, RAG pipelines, and retrieval infrastructure
  • Deep Learning, Computer Vision, and NLP
  • AI infrastructure, automation systems, and developer platforms
  • Full stack product engineering from architecture to deployment

🔥 GLOBAL RAID ACTIVE

Current Boss

The Overfitted Beast raid encounter

THE OVERFITTED BEAST

Training-Data Abomination

HP 1984 / 2000 (99%)
████████████████████████

Phase 1 of 4
Normal form: a chained beast covered in neat dataset labels.

⬇⬇⬇ RAIDERS, STRIKE NOW ⬇⬇⬇

⬆⬆⬆ CLICK TO ROLL DAMAGE + CLAIM LOOT ⬆⬆⬆

Takes 10 seconds. Roll damage. Claim loot. Maybe land the killing blow.

Raid Rules

Attack Damage

Attack Damage
Slash 5-20
Critical Strike 0-100
Lucky Attack 1-500

Drop Rates

Rarity Drop Rate Owned Registry Items
Common 80% 24 4
Rare 15% 10 4
Epic 4% 0 4
Legendary 0.9% 0 4
Mythic 0.1% 0 3

Every attack is processed by GitHub Actions. Damage is applied to the shared boss, loot rolls automatically, the README updates, and the attack issue closes with the result.

Loot Vault

Latest Drop: @Don-Soby-2007 found Lost Token (Common)
Vault: 34 relics held by 6 collectors
Rare History: 0 Legendary / 0 Mythic
Top Collector: @ratishoberoi (17 relics)

Hall of Relics

Relic Signal Value
Total Relics Held 34
Active Collectors 6
Legendary Discoveries 0
Mythic Discoveries 0
Rarity Drop Rate Owned Registry Items
Common 80% 24 4
Rare 15% 10 4
Epic 4% 0 4
Legendary 0.9% 0 4
Mythic 0.1% 0 3

Latest Drops

Time Collector Relic Rarity
2026-06-04T05:41:38.864Z @Don-Soby-2007 Lost Token Common
2026-06-01T18:23:21.493Z @maanvibansal Memory Fragment Common
2026-06-01T18:20:30.843Z @maanvibansal Broken Dataset Common
2026-05-30T06:54:01.831Z @GenarLoya Broken Dataset Common
2026-05-30T06:52:03.895Z @GenarLoya Lost Token Common
2026-05-29T07:23:18.763Z @sanjumahi764-cpu Lost Token Common
2026-05-27T11:14:44.856Z @SBANTHIA75 Memory Fragment Common
2026-05-27T11:14:28.855Z @SBANTHIA75 Broken Dataset Common
2026-05-27T11:14:14.633Z @SBANTHIA75 Broken Dataset Common
2026-05-27T11:13:58.113Z @SBANTHIA75 Broken Dataset Common

Legendary Discoveries

No legendary relics discovered yet.

Mythic Discoveries

No mythic relics discovered yet.

Top Collectors

Rank Collector Total Relics Unique Legendary Mythic
1 @ratishoberoi 17 7 0 0
2 @SBANTHIA75 11 6 0 0
3 @GenarLoya 2 2 0 0
4 @maanvibansal 2 2 0 0
5 @Don-Soby-2007 1 1 0 0
6 @sanjumahi764-cpu 1 1 0 0

Recent Loot

Time Collector Drop Rarity Damage
2026-06-04T05:41:38.864Z @Don-Soby-2007 Lost Token Common 16
2026-06-01T18:23:21.493Z @maanvibansal Memory Fragment Common 434
2026-06-01T18:20:30.843Z @maanvibansal Broken Dataset Common 472
2026-05-30T06:54:01.831Z @GenarLoya Broken Dataset Common 36
2026-05-30T06:52:03.895Z @GenarLoya Lost Token Common 310
2026-05-29T07:23:18.763Z @sanjumahi764-cpu Lost Token Common 8
2026-05-27T11:14:44.856Z @SBANTHIA75 Memory Fragment Common 380
2026-05-27T11:14:28.855Z @SBANTHIA75 Broken Dataset Common 448
2026-05-27T11:14:14.633Z @SBANTHIA75 Broken Dataset Common 63
2026-05-27T11:13:58.113Z @SBANTHIA75 Broken Dataset Common 292

🏆 TOP RAIDERS

🥇 #1 Raider

@SBANTHIA75

Total Damage: 2193
Attacks: 11

🥈 #2 Raider

@ratishoberoi

Total Damage: 1568
Attacks: 17

🥉 #3 Raider

@maanvibansal

Total Damage: 505
Attacks: 2

Top 10 Attackers

Rank Attacker Total Damage Attacks
1 @SBANTHIA75 2193 11
2 @ratishoberoi 1568 17
3 @maanvibansal 505 2
4 @GenarLoya 346 2
5 @Don-Soby-2007 16 1
6 @sanjumahi764-cpu 8 1

Current Record Holders

Most Damage: @SBANTHIA75 (2193)
Most Loot: @ratishoberoi (17)
Most Executions: @ratishoberoi (2)

⚔ RECENT COMBAT

Last 10 Attacks

Time Attacker Attack Damage Result
2026-06-04T05:41:38.864Z @Don-Soby-2007 Critical Strike 16 Phase 1
2026-06-01T18:23:21.493Z @maanvibansal Lucky Attack 434 Defeated boss
2026-06-01T18:20:30.843Z @maanvibansal Lucky Attack 472 Final Phase
2026-05-30T06:54:01.831Z @GenarLoya Critical Strike 36 Phase 3
2026-05-30T06:52:03.895Z @GenarLoya Lucky Attack 310 Phase 3
2026-05-29T07:23:18.763Z @sanjumahi764-cpu Slash 8 Phase 2
2026-05-27T11:14:44.856Z @SBANTHIA75 Lucky Attack 380 Phase 2
2026-05-27T11:14:28.855Z @SBANTHIA75 Lucky Attack 448 Phase 1
2026-05-27T11:14:14.633Z @SBANTHIA75 Lucky Attack 63 Phase 1
2026-05-27T11:13:58.113Z @SBANTHIA75 Lucky Attack 292 Defeated boss

Live Pulse

Last Attack: @Don-Soby-2007 hit for 16
Latest Loot: @Don-Soby-2007 found Lost Token (Common)
Top Raider: @SBANTHIA75 with 2193 damage
Boss Killer: @maanvibansal (Titan Breaker)

Phase Evolution

The Overfitted Beast phase 1
🔥 CURRENT
Phase 1
The Overfitted Beast phase 2
🔒 LOCKED
Phase 2
The Overfitted Beast phase 3
🔒 LOCKED
Phase 3
The Overfitted Beast phase 4
🔒 LOCKED
Phase 4

🔥 Phase 1 → 🔒 Phase 2 → 🔒 Phase 3 → 🔒 Phase 4
Current transformation: Normal form: a chained beast covered in neat dataset labels.
Phases remaining: 3

WORLD BOSS CAMPAIGN

The GPU Devourer campaign artwork
☠ EXECUTED
Boss 1: The GPU Devourer
Executed by:
@ratishoberoi
Badge:
GPU Slayer
2026-05-25T07:25:41.744Z
The Data Leak Hydra campaign artwork
☠ EXECUTED
Boss 2: The Data Leak Hydra
Executed by:
@ratishoberoi
Badge:
Hydra Hunter
2026-05-25T14:04:06.805Z
The Gradient Vanisher campaign artwork
☠ EXECUTED
Boss 3: The Gradient Vanisher
Executed by:
@SBANTHIA75
Badge:
Reality Anchor
2026-05-27T11:13:58.113Z
The Hallucination Titan campaign artwork
☠ EXECUTED
Boss 4: The Hallucination Titan
Executed by:
@maanvibansal
Badge:
Titan Breaker
2026-06-01T18:23:21.493Z
The Overfitted Beast campaign artwork
⚔ CURRENT
Boss 5: The Overfitted Beast
HP 1984 / 2000
Phase 1
The Prompt Goblin campaign artwork
🔒 LOCKED
Boss 6: The Prompt Goblin
LOCKED

NEXT THREAT

The Prompt Goblin locked next threat The Prompt Goblin
A small, vicious prompt thief that rewrites instructions while laughing in terminal noise.

Unlock Requirement: Execute The Overfitted Beast.

Executioners

The Hallucination Titan execution card

Executioner Records

👑 Executioner Hall

Boss Executioner Badge Final Blow Date
The Hallucination Titan @maanvibansal
(Titan Breaker)
Titan Breaker 434 2026-06-01T18:23:21.493Z
The Gradient Vanisher @SBANTHIA75
(Reality Anchor)
Reality Anchor 292 2026-05-27T11:13:58.113Z
The Data Leak Hydra @ratishoberoi
(Hydra Hunter)
Hydra Hunter 297 2026-05-25T14:04:06.805Z
The GPU Devourer @ratishoberoi
(GPU Slayer)
GPU Slayer 441 2026-05-25T07:25:41.744Z

Top Executioners

Executioner Execution Count First Execution Latest Execution
@ratishoberoi 2 2026-05-25T07:25:41.744Z 2026-05-25T14:04:06.805Z
@maanvibansal 1 2026-06-01T18:23:21.493Z 2026-06-01T18:23:21.493Z
@SBANTHIA75 1 2026-05-27T11:13:58.113Z 2026-05-27T11:13:58.113Z

Hall of Fame

Defeated Bosses

Cinematic Defeat Archive

The Hallucination Titan final form defeated

The Hallucination Titan

Executioner: @maanvibansal
Badge Earned: Titan Breaker
Final Blow: 434
Execution Date: 2026-06-01T18:23:21.493Z
The Gradient Vanisher final form defeated

The Gradient Vanisher

Executioner: @SBANTHIA75
Badge Earned: Reality Anchor
Final Blow: 292
Execution Date: 2026-05-27T11:13:58.113Z
The Data Leak Hydra final form defeated

The Data Leak Hydra

Executioner: @ratishoberoi
Badge Earned: Hydra Hunter
Final Blow: 297
Execution Date: 2026-05-25T14:04:06.805Z
The GPU Devourer final form defeated

The GPU Devourer

Executioner: @ratishoberoi
Badge Earned: GPU Slayer
Final Blow: 441
Execution Date: 2026-05-25T07:25:41.744Z

Key Achievements

  • Raised ₹1 Cr+ Pre-Seed funding for a technology venture.
  • Operated as CTO, owning product architecture, engineering execution, and technical direction.
  • Built AI/ML systems end to end across model development, backend services, automation, and deployment.
  • Designed production automation systems using GitHub Actions, stateful workflows, and generated interfaces.
  • Built a GitHub-native raid platform with dynamic README rendering, stateful gameplay, execution history, and campaign progression.

Featured Projects

FORGE

Flagship project: multi-model AI engineering platform.

Forge focuses on multi-model orchestration, AI coding workflows, model routing, agentic execution, and LLM infrastructure for serious engineering work.

REPOMIND AI

AI-powered repository intelligence platform.

RepoMind AI is designed for codebase understanding, repository analysis, AI search, developer productivity, and knowledge extraction from complex software systems.

VERITAS RAG

Production-grade Retrieval-Augmented Generation system.

Veritas RAG focuses on RAG pipelines, document intelligence, semantic retrieval, vector search, and grounded knowledge generation.

GITHUB BOSS RAID

Interactive GitHub-native world boss campaign.

GitHub Boss Raid uses GitHub Actions, issue forms, stateful gameplay, dynamic README generation, loot, executioners, and campaign progression entirely inside GitHub.

Tech Stack

Languages

Python C++ Java JavaScript TypeScript SQL

AI / ML

PyTorch TensorFlow Hugging Face Transformers OpenCV Scikit--Learn Pandas NumPy

LLM / RAG

LangChain Vector Databases Embeddings Retrieval Systems RAG Pipelines

Backend

Django FastAPI Flask Node.js

Frontend

React Next.js

Databases

MySQL PostgreSQL SQLite

DevOps / Infrastructure

Docker GitHub Actions Jenkins Terraform MLflow Airflow Prometheus Grafana

GitHub Stats

Ratish Oberoi GitHub profile summary Ratish Oberoi repositories per language Ratish Oberoi most committed languages Ratish Oberoi GitHub stats Ratish Oberoi productive time

Contact

LinkedIn LeetCode Email

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