Hi, I'm Aman 👋

I build defensive AI agents at Simbian. Product & UI engineering, LLM features, and open source since 2018. 💙

About

I started in open source. Rocket.Chat merged my first real contribution in 2023, Google Summer of Code took me on as a contributor in 2024, and by 2025 I was mentoring someone else’s GSoC project there. Somewhere in the middle I gave my first talk, on open source, at FOSS United in my hometown.

That path led to CRED, where I spent seven months as a web engineer. I automated brand ad creation and cut campaign turnaround by 90%, and shipped Growth and Rewards campaigns from design through A/B testing to rollout.

Now I'm at Simbian. Attackers already run AI on the offensive side, so we take the same approach on the defensive side. We build agents that automate network security operations: SOC, Pentest, and ThreatHunt.

Python, TypeScript, React and Go. Based in Bengaluru.

Work Experience

Simbian.ai

Aug 2025 - Present

Software Engineer

Integrated Nuclei, ZAP, and a supply-chain scanning pipeline into the Pentest Agent, then layered LLM features on top: a validation loop that filters scanner findings through the agent, on-demand retest, live reasoning traces, and verdict summaries. Also designed end-to-end workflows for the GRC Agent and migrated the highest-traffic pages (Auth, Integrations, Branding) from Django templates to React, cutting page-transition latency from ~2s to under 300ms.

CRED

Feb 2025 - Aug 2025

Web Intern

Joined the Growth & Rewards team and automated brand ad production into a template and JSON-contract system on CRED's internal platform, cutting turnaround from 1-2 weeks to ~2 days and taking engineering out of the loop entirely. Also shipped Growth & Rewards campaigns end-to-end, from design through A/B testing to rollout, owning copy, targeting, and instrumentation.

Google Summer of Code 2025

May 2025 - Jul 2025

GSoC'25 Mentor @Rocket.Chat

Returned to GSoC as a mentor one year after contributing. Co-mentored 'Natural Language Bridge to Legacy Email', an LLM-powered Rocket.Chat app connecting email workflows with chat. Supported technical planning, code reviews, debugging, and milestone execution; the project passed its final evaluation with 9 merged PRs and 106 commits.

BitScale.ai

Nov 2024 - Feb 2025

Independent Contractor

Delivered full-stack features and UI pages for an AI-powered GTM platform spanning lead generation, enrichment, and outbound workflows, using Next.js, TypeScript and Go. Built an end-to-end LLM-powered formula generation feature that turns natural-language prompts into custom grid formulae, and refactored legacy code into a more maintainable architecture.

Google Summer of Code 2024

Jun 2024 - Aug 2024

GSoC'24 @Rocket.Chat

Built a Rocket.Chat app enabling direct GIF generation from chat using react and typescript. While working discovered a bug, fixed it and boosted frontend performance by reducing excessive API calls with debouncing, reducing multiple requests by 90%

GitHub Education

June 2023 - Aug 2023

GitHub Octern @AppFlowy

Collaborated with the AppFlowy team and contributors to develop the Outline and Template feature. Worked on other minor bugs, improving overall application stability and performance through 14 merged PRs. Utilized Flutter and learned about BLoC architecture, Git and GitHub usage in large-scale projects, and industry-grade code abstraction and management techniques.

iWeBron Technologies Private Limited

July 2022 - Sep 2022

Software Developer Intern

Contributed to the development of 10+ entry-level web projects, mastering core concepts of React and Node. Automated testing and deployment processes using GitHub Actions (CI/CD), reducing manual efforts by 75%. Implemented Docker and containerization for enhanced project scalability and consistency.

Fiverr

Dec 2020 - Jul 2022

Flutter Developer

Built Flutter applications of all kinds for clients worldwide, serving 20+ clients while holding a 5-star rating.

Technofox Solutions

Jun 2020 - Sep 2020

Flutter Developer

Led a team of two interns. Oversaw the development of Flutter applications, fostering collaboration and honing leadership abilities. Gained hands-on experience in project management and contributed to the delivery of effective app solutions.

Prescient Automation

Apr 2020 - Sep 2020

Flutter Intern

Worked closely with team lead, gaining insights into collaborative teamwork and honing Flutter skills. Gained solid foundation in both teamwork dynamics and Flutter application development methodologies.

Freelancer.com

Feb 2018 - Mar 2020

Android Developer

Where it all started, at school age. Took on entry-level Android projects for clients across the globe, earning compensation for the work and learning the dynamics of freelancing in the tech industry.

Education

Lovely Professional University

2023 - May 2026

BTech Computer Science (Lateral Entry) - 8.8 CGPA

Uttaranchal University

2020 - 2023

Diploma in Computer Science - 9 CGPA

Skills

ReactJS

NextJS

TypeScript

JavaScript

Flutter

Django

PostgreSQL

ExpressJS

TailwindCSS

Dart

Java

C/C++

Python

SQL

Vim

Git

GitHub

Docker

Postman

Android Studio

VS Code

IntelliJ

My Projects

Check out my latest work

I've worked on a variety of projects, from mobile to web applications. There are too many of them!

Apps.AI.GIF

Developed an innovative Rocket.Chat application enabling AI-generated GIFs directly within the platform. Features include GIF generation from user prompts or queries, profanity filtering, and viewing past generations. The app integrates seamlessly with Rocket.Chat, utilizing webhooks for non-blocking experiences and leveraging LLMs for prompt generation and content filtering.

TypeScript

Apps Engine

LLM (Text-to-GIF)

AI Integration

Source

Documentation

Youtube

FreshNest

FreshNest is an open-source platform that connects local farmers with consumers. I played a key role in developing its full-stack application, reviewing and merging 39 community pull requests, and ensuring code quality. The platform uses state-of-the-art code standards and is well-maintained, making it a great resource for beginner Open Source developers to get started.

ReactJS

Flutter

MongoDB

Firebase

ExpressJS

GitHub

Hacktoberfest

Website

Source

UI Kit

Developed an application with 22 demo flows and 29 documented screens, that can be freely used by the community as templates. Documented codebase for easy implementation and integration. Showcases the use of popular as well as niche widgets available in Flutter. My most successful open source project, with 81 stars and 25 forks on GitHub.

81★ · 25 forks

Flutter

GitHub

Play Store

Source

CoverCraft - Figma x Hashnode

Developed a seamless integration between Figma and Hashnode, enabling direct updates of blog post banners from Figma. This innovative Figma plugin streamlines the workflow for content creators, allowing them to design and implement custom cover images efficiently.

TypeScript

React

GraphQL

Figma Plugin

Supabase

Source

Youtube

Website

Copyable

A web and mobile application build using Flutter, that can be used to save some text and instantly get it when needed. This app is build for content creators, developers, designers and many more people who come across writing the same things again and again.

Flutter

Firebase

GitHub

Play Store

Website

Source

Mystic Melodies

Developed with Nabhag in an MLH Hackathon. A music streaming app for traditional Indian sounds. Won the Cultural Diversity Hack category at Hack Around the World 2 (MLH, Feb 2023).

Flutter

NodeJS

MongoDB

TypeScript

Category Winner (🏆)

Source

Youtube

TrimTime

Developed with Nabhag in an MLH Hackathon. A revolutionary barber app allowing users to register seats in advance, optimize schedules, and receive real-time updates. Includes personalized profiles, reviews, and loyalty programs to enhance transparency.

Flutter

NodeJS

MongoDB

TypeScript

Source

Youtube

Co-Ride

An application that connects people traveling in the same direction, reducing single-occupancy vehicles, air pollution, fuel consumption, and carbon emissions. Won 2nd Overall at Hack-ccelerate (MLH, Feb 2023).

Flutter

GoogleMaps

Second Winner (🏆)

Source

Youtube

Local Vendor App

A cost-effective solution for vendors to create their own apps. Admins manage items, provide chat support, and send push notifications. Users browse, order, book tables, and chat with support. Enhances choice and connects local businesses with customers. Won 3rd Overall at Hack-commerce (MLH, Jan 2023).

Flutter

Firebase DB

Firebase Storage

Third Winner (🏆)

Source

Youtube

Self Remedy

An educational and collaborative app inspired by Wikipedia and open-source projects. Provides information about diseases, allowing users to learn and contribute. Won third place at HackFit 2, MLH Hackathon.

Flutter

GitHub

Third Winner (🏆)

Source

Youtube

Contact

Get in Touch

Want to chat? Just shoot me a dm with a direct question on twitter and I'll respond whenever I can.