Drishtant Ghosh Drix10

drishtant@ghosh:~$ whoami

Drishtant Ghosh · Drix10

20 · serial founder · AI systems engineer · building since 2019

Bengaluru, India · B.Sc. Cybersecurity @ Dayananda Sagar University · building till it's fun

now · projects · experience · hackathons · journey · stack · connect

$15K ARR	5M+	400+	3
at 16 yrs old, acquired	bot interactions (ReeF + Uchiha Bot)	MVPs shipped via CosLynx	hackathon rounds in 2026

▸ now

{
  "name"    : "Drishtant Ghosh",
  "alias"   : "Drix10",
  "base"    : "Bengaluru, Karnataka, India",
  "studying": "B.Sc. Cybersecurity @ Dayananda Sagar University (2026–2029)",
  "current" : ["Agent Flow", "MiroHedge", "Keystroke-LLM", "IdolChat.app"],
  "focus"   : ["AI systems", "agent infrastructure", "security", "research + trading"],
  "status"  : "building till it's fun"
}

▸ projects

ls ./projects/ --sort=recent · star counts and versions below are live badges.

Flagship

🛡️ Agent Flow

Run AI coding agents unattended without letting them go loose.

One agent implements, another reviews, a third runs QA, and a guard blocks what they must never touch. You come back to a draft PR and a short list of what needs you.

Context-drift detection, protected paths, secret/read restrictions
Mechanical risk classification and policy gates
Hash-chained, tamper-evident audit log
Works with Claude Code, Codex, Gemini CLI, Cursor, Copilot, Windsurf, Pi and any tool that reads AGENTS.md
Zero runtime dependencies · MIT

TypeScript Node.js CLI AI agent tooling

npx @drix10/agent-flow scan

📈 MiroHedge

An AI-assisted systematic fund that trades the slow spread of news between linked firms.

News about one company reaches its suppliers, customers and peers late. The Connected Drift Book combines link propagation, filing-text change and insider buys, while deterministic code sizes, risks and executes every trade.

Models read, code decides: a model never sizes, orders or touches an exit
HOLD is the default: stale data or conflicting evidence means no trade
Hash-chained trial ledger; strategies must pass net-of-cost, search-adjusted gates (deflated Sharpe, overfitting probability, 2x cost test)
C++17 risk/execution kernel · Alpaca paper transport

C++17 Python Alpaca research/statistics

Paper only · no real money · no strategy has passed a gate yet

Security, payments & product builds

Project	What it does	Signal
Sentinel `TypeScript` `AST` `Gemini`	Application-security CLI: compiles code into an IR and knowledge graph, synthesizes multi-hop attack graphs, then applies AI patches only after zero-breakage verification, with snapshot rollback. SARIF export for GitHub Code Scanning.	NYC Code Quest live round: #3 · `npm i -g sentinel-ai-cli`
PayScope `TypeScript` `React` `Supabase` `Razorpay`	Autonomous payment-operations platform: signed Razorpay webhooks become incident timelines, a Supervisor / Risk Analyst / Recovery Planner investigation, deterministic recovery selection, transactional-outbox execution and callback reconciliation.	13 safety gates · <50ms SSE feed · Razorpay AI Buildathon
Intent Canvas `TypeScript` `React` `Vite` `Zod`	Browser-first spatial workspace where datasets, documents and intent compile into an inspectable plan you approve before anything runs.	4 execution capabilities · live demo
IdolChat.app `React Native` `Expo` `Prisma` `Redis`	AI character mobile game: create characters, chat with them and collect cards through daily drops.	~1,000 waitlist
YourResume `React` `Vite` `TypeScript`	AI resume builder that merges GitHub and LinkedIn profile data into tailored, ATS-oriented resumes.	live app ·

ML, hardware & research experiments

Project	What it does	Signal
Keystroke-LLM `Python` `NumPy` `USB HID`	A character-level Transformer written from scratch in pure NumPy that predicts your next key locally and lights it up on a Kreo Hive 75 through a reverse-engineered EVision V2 HID protocol. Includes a gaming-mode toggle and a mock mode for no hardware.	207K training chars · 82 keys mapped · offline, nothing leaves the device
Night-Hunt `Python` `PyTorch` `Pygame`	First project in ml-videos, a lab for real training runs rendered as watchable videos: one shared, evolving brain controls 32 mice against an owl and gains six senses through staged training.	9-unit MLP · genetic algorithm · replayable checkpoints
Grind `C`	100 programs to finish, in order, before touching LeetCode or DSA: basics, then moderate, then challenge.

Automation & knowledge systems

Project	What it does	Signal
ai-resources `Next.js` `LLMs` `GitHub Actions`	An automated technical knowledge base: a pipeline scrapes curated X/Twitter lists, distills each signal into a quality-gated article and syndicates it to GitHub, blogs.drix10.com, DEV.to and Medium. Powered by `ai-resources-pipeline`.	· 41 categories · 200+ editions
ReeF DM Bot `Node.js` `Gemini` `MongoDB`	Instagram DM companion that turns educational Reels into weekly study schedules, notes and reminders using transcription and LLM workflows.	production-oriented automation stack
autoposter `Node.js` `Discord`	Discord bot that downloads Instagram reels and reposts them to multiple accounts with custom overlays.
PyAdvisor `Python` `Hugging Face`	Terminal career advisor that analyzes your GitHub activity and generates guided skill recommendations.	· CLI-first
ReeF Bot (acquired) `Discord.js` `Mongoose`	Anime character collection and battling Discord game, built from scratch and run at scale.	$15K ARR · 5M+ interactions · acquired Aug 2024

▸ experience

Canopy × Founders Inc. · AI Systems Engineer · Apr 2026 – May 2026

Architected an autonomous multi-agent trading platform with four LLM agents in distinct methodology roles, real-time market streaming, persistent state and compliance logging.

CosLynx.com · Founder & CEO · May 2024 – May 2025

Built and operated an AI code-generation platform where users shipped 400+ MVPs. Wrote the core LLM orchestration system in TypeScript/Node.js. 🏆 Backdrop Build v4 Finalist · 🏆 Backdrop Build v6 Finalist.

ReeF · Ex-CEO, acquired · Apr 2022 – Aug 2024

Anime collecting and battling Discord game. $15K ARR, 5M+ interactions, acquired in August 2024.

Freelance · Software Engineer · Oct 2019 – Apr 2023

Node.js applications, Discord bots, automation and open-source work.

▸ hackathons

	Event	Project	When	Result
🏆	Backdrop Build v4	CosLynx	Jun 2024	Finalist · AI MVP generator
🏆	Backdrop Build v6	CosLynx	Aug 2024	Finalist · YC application cycle
⚡	NYC Code Quest	Sentinel	Jul 2026	#3 in the 8-hour live security round
⚡	OpenAI Codex Hackathon	Intent Canvas / Revenue Rescue	Aug 2026	Top 60 of 2,000+ applicants, Bengaluru
⚡	Razorpay AI Buildathon	PayScope	Aug 2026	Autonomous payment-operations agent

▸ journey

* 2026 Oct ── Agent Flow v1.2.5: 14 install targets, npm package, ~2.8K installs
* 2026 Oct ── MiroHedge: Connected Drift research program, paper-only
* 2026 Sep ── Keystroke-LLM: NumPy Transformer + physical keyboard inference
* 2026 Aug ── B.Sc. Cybersecurity started @ Dayananda Sagar University
* 2026 Aug ── PayScope: autonomous payment-ops agent
* 2026 Aug ── Intent Canvas: Codex Hackathon, Top 60
* 2026 Jul ── Sentinel: NYC Code Quest live round, #3
* 2026 Apr ── Canopy @ Founders, Inc.: autonomous multi-agent trading
* 2026 Jan ── IBM AI Engineering Professional Certificate
│
* 2025 May ── IdolChat.app: AI character game
│
* 2024 Aug ── ReeF ACQUIRED · Backdrop Build v6 Finalist
* 2024 Jun ── Backdrop Build v4 Finalist: CosLynx
* 2024 May ── CosLynx.com founded
│
* 2022 Apr ── ReeF founded: anime battle Discord game
* 2021 ──── Uchiha Bot → 500K+ interactions
* 2019 ──── first commit. Node.js. never stopped.

▸ stack

full list

LANGUAGES=( TypeScript JavaScript Python SQL Java C C++ )

FRAMEWORKS=( React.js Next.js "React Native" Expo "Node.js" "Express.js"
             Vite "Tailwind CSS" Prisma Zod LangChain
             "Hugging Face Transformers" PyTorch NumPy )

INFRA=( AWS GCP Docker Kubernetes Vercel "GitHub Actions" Supabase )

DATABASES=( PostgreSQL MongoDB Redis SQLite LibSQL TursoDB )

TOOLS=( Jest Vitest Playwright Sentry JWT bcryptjs WebSockets Sharp Helmet
        hidapi "Payment APIs" "LLM APIs" SSE Nodemailer )

▸ certifications

IBM AI Engineering Professional Certificate · Issued January 2026 · Credential ID 7P0EYJX1P5NN

▸ connect

$ ./connect.sh

Open to: AI Systems · Agent Infrastructure · Full-Stack AI · LLM · Security · Research Systems · Founding Engineer roles + collabs

EOF

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