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Drishtant Ghosh

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/Drix10

Hover 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.

Experience

  1. 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.

  2. 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.

  3. 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.

  4. 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.

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.

ggdrishtant@gmail.com