Drishtant Ghosh (Drix10), AI systems engineer and serial founder in Bengaluru
Serial founder and AI systems engineer in Bengaluru, building since 2019. I ran ReeF from its first commit to an acquisition, and now build agent infrastructure and research systems.
Building now: Agent Flow, MiroHedge, Guardian, Content Factory, Keystroke-LLM, IdolChat.app.
The name is a swarm of agents. An owl crosses it on its own and whatever it scares runs, then returns: the Night-Hunt experiment.
Work
Read from GitHub, so the descriptions, stars and dates here are the ones on the repositories. Pin a repository on my profile and it appears in this list.
Pinned on GitHub
AI Resources
ai-resources, JavaScript, 122 stars, 25 forks, updated Nov 1, 2026
100,000+ AI briefings in 41 categories: models, dev tools, agents, research, funding. New briefings are fact-checked against their source post and link to it. Plain Markdown, CC BY 4.0. MCP server + Agent Skill let Claude, Cursor or VS Code ask for the latest. Read at blogs.drix10.com
ai, artificial-intelligence, generative-ai, llm, ai-agents, ai-news, blogs.drix10.com
MiroHedge
hypothesis-arena, Python, 10 stars, 2 forks, updated Oct 14, 2026
MiroHedge: an AI-assisted systematic fund that trades the slow spread of news between linked firms. Models read, deterministic C++17 code decides; pre-registered backtests and deflated-Sharpe gates. Paper trading only.
ai-trading, algorithmic-trading, autonomous-trading, hackathon, multi-agent-system, risk-management, mirohedge.com
Keystroke-LLM
keystroke-llm, Python, 3 stars, updated Oct 14, 2026
Keystroke-LLM: a character-level transformer written from scratch in NumPy that predicts your next key and lights it up on a Kreo Hive 75 keyboard over a reverse-engineered USB HID protocol. Fully offline.
llm, transformers, hardware, keyboard, numpy, deep-learning
Agent Flow
agent-flow, JavaScript, 12 stars, updated Oct 14, 2026
Guardrails for AI coding agents: run Claude Code, Codex, Gemini CLI, Cursor or Copilot unattended and come back to a reviewed pull request. Implement, review and QA agents, a guard on protected paths, and a tamper-evident audit log.
claude, claude-ai, claude-code, claude-plugin, claude-skills, codex-skill, npmjs.com/package/@drix10/agent-flow
CosLynx
coslynx, 17 stars, 1 fork, updated Oct 24, 2026
We make Content Factory: short-form video for your brand, researched, voiced and animated on your own computer. Open-source tools for video makers.
ai, automation, developer-tools, tools, coslynx, coslynx.com
gemini-cli
TypeScript, 108,644 stars, 14,904 forks, updated Nov 1, 2026
An open-source AI agent that brings the power of Gemini directly into your terminal.
gemini, gemini-api, ai, ai-agents, cli, mcp-client, geminicli.com
More projects
Sentinel
sentinal, TypeScript, 1 star, updated Oct 14, 2026
Sentinel: AI security CLI that compiles your codebase into an IR and knowledge graph, builds multi-hop attack graphs and patches vulnerabilities with zero-breakage verification. npm i -g sentinel-ai-cli
cli, cybersecurity, ai-security, application-security, appsec, ast, npmjs.com/package/sentinel-ai-cli
PayScope
payscope, TypeScript, 1 star, updated Oct 14, 2026
PayScope: autonomous payment-operations agent for Razorpay merchants. Signed webhooks become incident timelines; a multi-agent investigation picks a policy-bounded recovery, executed through a transactional outbox.
ai-agents, autonomous-agents, express, fintech, gemini, hackathon
Intent Canvas
intent-canvas, TypeScript, 1 star, updated Oct 14, 2026
Intent Canvas: a browser-first spatial workspace where datasets, documents and natural-language intent compile into an inspectable plan you approve before it runs. Built for the OpenAI Codex Hackathon.
ai-agents, ai-workspace, codex, data-analysis, hackathon, intent, intent-canvas.vercel.app
ML videos (Night-Hunt)
ml-videos, Python, updated Oct 14, 2026
Tiny neural networks trained live and rendered as watchable videos. Night-Hunt: 32 mice share one evolving brain against an owl, learning sense by sense through neuroevolution. PyTorch + Pygame.
machine-learning, reinforcement-learning, ai-visualization, deep-learning, educational, evolutionary-algorithms
IdolChat
idolchat, updated Oct 14, 2026
IdolChat.app: an AI character chat and card-collection game. Create characters, chat in real time and collect cards in daily drops. React Native and Expo, Node.js, Prisma, Redis. 1,000+ people on the waitlist, and its AI marketer has driven 200K+ reel views. This repository serves the app’s character art.
ai-characters, ai-chat, anime, assets, character-ai, collectible-cards, idolchat.app
YourResume
TypeScript, 6 stars, updated Oct 14, 2026
AI resume builder: turns your GitHub repos and LinkedIn profile into a polished, ATS-friendly resume using Gemini. React, Vite and TypeScript, runs entirely client-side.
ai-resume, ats-resume, career, cv-generator, gemini, gemini-api, your-resume-ai.vercel.app
Instagram study agent
instagram-ai, JavaScript, 1 star, 1 fork, updated Oct 14, 2026
AI study companion in Instagram DMs (@reefbot): share an educational Reel and it transcribes it, writes study notes, builds a weekly timetable and sends reminders. Node.js, Gemini, MongoDB.
gemini, instagram-api, note-taking, reels, ai-assistant, chatbot
PyAdvisor
Python, 5 stars, updated Oct 14, 2026
PyAdvisor: AI career advisor CLI that analyzes your GitHub profile and suggests skills, projects and learning paths with a Hugging Face model. Python.
advisor, github-api, github-profile, helper, huggingface, machine-learning
Discord bot website template
discord-bot-web, CSS, 29 stars, 11 forks, updated Oct 14, 2026
Free Discord bot website template: home, about and commands pages in plain HTML, CSS and JavaScript. Edit the bot name, commands and invite link, then deploy anywhere.
bot-website-template, discord-bot-website-template, discord, template, website, website-template
10,153 contributions in the last year, 671 of them pull requests
github.com/Drix10Hover a square to see that day.
Open source
Pull requests I have sent to other people’s projects over the past year, with the state GitHub reports for each.
google-gemini/gemini-cli
108,644 stars, 8 pull requests from me
punkpeye/awesome-mcp-servers
97,143 stars, 1 pull request from me
ComposioHQ/awesome-claude-skills
78,467 stars, 1 pull request from me
steven2358/awesome-generative-ai
12,792 stars, 1 pull request from me
heilcheng/awesome-agent-skills
6,330 stars, 1 pull request from me
zudochkin/awesome-newsletters
4,510 stars, 1 pull request from me
anthropics/oss-scanner
1,655 stars, 1 pull request from me
karanb192/awesome-claude-skills
580 stars, 1 pull request from me
skillsynchq/txcript
208 stars, 4 pull requests from me
mcpHQ/awesome-mcp-servers
189 stars, 1 pull request from me
fireform-core/FireForm
62 stars, 1 pull request from me
coslynx/coslynx
17 stars, 1 pull request from me
- mergedUpdate README.md
partpilot-in/partpilot
6 stars, 2 pull requests from me
claudeskills-hub/claudeskills-hub
1 star, 1 pull request from me
Experience
Apr to May 2026
AI Systems Engineer, Canopy, Founders, Inc.
Remote. Selected at ~1.5% acceptance
Built an AI hedge fund for consumers: four LLM agents with distinct analysis methods work in parallel on real-time WEEX crypto futures and a judge picks the trade, with WebSocket market streams, Prisma and Turso state, and compliance logging. It taught me that LLMs should not trade directly, which became MiroHedge.
May 2024 to May 2025
Founder and CEO, CosLynx
Won Backdrop Build v4 and v6
Built and ran an AI code-generation platform that takes an idea to a tested, GitHub-integrated repository; users shipped more than 400 MVPs. Wrote the core LLM orchestration system in TypeScript and Node.js, and applied to Y Combinator with the demo.
Apr 2022 to Aug 2024
Founder and CEO, ReeF
Acquired in August 2024
An anime collecting and battling game on Discord, built from the first commit: $15K in annual recurring revenue at 16, more than 5 million interactions across 2,000+ Discord servers, and a 15-person remote team.
Oct 2019 to Apr 2023
Software Engineer, Freelance
Remote
Started shipping with Node.js in 2019 and never stopped: Discord bots, web apps and automation for clients and communities. Uchiha Bot passed 500K interactions in 2021, and my open-source Discord bot website template has 29 stars.
Hackathons and programs
Oct 2026
OpenAI DevDay Community Hack, GuardianBengaluru. Stops UPI and “digital arrest” scams at the moment of payment, ~185 ms per decision
Aug 2026
Razorpay AI Buildathon, PayScopeAutonomous payment-operations agent
Aug 2026
OpenAI Codex Hackathon, Intent CanvasTop 60 of 2,000+ applicants, Bengaluru
Jul 2026
NYC Code Quest, Sentinel3rd place in the 8-hour live security round
Apr 2026
Founders, Inc. Canopy, AI hedge fundSelected at ~1.5% acceptance
2026
WEEX AI Wars, Hypothesis ArenaFinalist: four AI analysts trade live crypto futures in parallel and a judge picks the trade
Kaggle × Google Cloud hackathon, first MiroHedge prototypeParticipant. Eight AI analysts debate investment decisions, then compete with simulated portfolios
Aug 2024
Backdrop Build v6, CosLynxWinner; the demo went into the YC application
Jun 2024
Backdrop Build v4, CosLynxWinner, AI MVP generator
Dayananda Sagar University
2026 to 2029
B.Sc. Cybersecurity: application security, threat modeling, network security, cryptography and reverse engineering.
IBM AI Engineering Professional Certificate
Issued January 2026
Machine learning, deep neural networks, LLM fine-tuning and deploying AI pipelines. Credential ID 7P0EYJX1P5NN.
St. Xavier’s High School
2022 to 2024
Higher secondary, science.
- AI and agent systems
- Multi-agent orchestration and consensus, LLM evaluation, OpenAI APIs and the Model Context Protocol (MCP), Gemini, OpenRouter, NVIDIA NIM and Ollama, vector search and RAG, deterministic quality gates around model output.
- Machine learning
- Transformers written from scratch in NumPy, PyTorch, neuroevolution and genetic algorithms, reinforcement learning, training runs rendered as video.
- Backend and data
- Node.js and TypeScript, Python, C++17, Java, Express, WebSockets and real-time streams, Prisma, Redis, PostgreSQL and SQL, MongoDB, Supabase, Turso (LibSQL).
- Frontend and mobile
- Next.js with the App Router, React, React Native and Expo, Vite, Tailwind CSS.
- Security
- Application security, AST analysis and attack graphs, SARIF reporting, threat modeling, reverse engineering of USB HID protocols.
- Cloud and delivery
- Docker, GCP, AWS, Vercel, Cloudflare, Linux, GitHub Actions.
Writing
Contact
Open to founding-engineer roles, agent infrastructure, security and research systems, and to collaborations. Email is the quickest way to reach me, and my resume has the short version.