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LT-Ripjaws/README.md

Terminal: whoami prints Chinmoy Guha (@LT-Ripjaws); focus: full-stack web, AI agents, security research

About me

I'm a Computer Science student at American International University-Bangladesh. I do research in AI and machine learning, and I build full-stack web apps and AI agents. I'm also working toward security research and penetration testing.

  • Researching: how to use agentic AI properly in clinical decision support systems (CDSS).
  • Learning: how to secure AI agents in production.
  • Open to: security research and pentesting work, internships, AI engineering roles, collaboration, and freelance projects.

Tech stack

Languages Python, TypeScript, JavaScript, C++, C#, Java, PHP, R
Web React, Next.js, Tailwind, Node.js, NestJS, FastAPI, Laravel, HTML, CSS
Data and AI MongoDB, TensorFlow, scikit-learn
Tools Git, Docker, Kali Linux, Obsidian, Photoshop

Also: LangGraph and LangChain for AI agents, SQL, networking fundamentals, and machine learning workflows.

Featured projects

SentinelOps landing page

SentinelOps: security incident management platform

A SOC-inspired app for tracking incidents from report to resolution: assignment, an append-only audit timeline, evidence uploads, role-based access, and an analytics dashboard. Authentication uses HTTP-only cookies with refresh-token rotation and CSRF protection.

NestJS MongoDB Next.js TypeScript
BrewNarrate app streaming an agent writing a blog post

BrewNarrate: AI research-to-blog agent

Turns a topic into a fully cited blog draft and streams the agent's work live. A LangGraph pipeline researches, plans, writes sections in parallel, verifies citations, and grades the result.

LangGraph FastAPI Next.js Python
RepoNarrate landing page

RepoNarrate: AI changelogs from GitHub history

Connects to GitHub repositories, syncs commits and releases, turns raw commit history into readable changelog notes, and presents them with search and analytics dashboards.

NestJS Next.js GitHub API TypeScript

More projects

SMS spam detection app SMS Spam Detection
Detects spam messages with a stacking ensemble classifier, served through a FastAPI web app.
Python · scikit-learn · FastAPI
RetroRides vintage car showroom website RetroRides
A vintage car showroom site on a custom PHP MVC framework: collections, sales, bookings, and restoration services.
PHP · MVC · MySQL
React movie discovery app React Movie App
A movie discovery app built on the TMDB API while practising React.
React · TMDB API

Other projects

Project What it is Stack
easy-langgraph A beginner LangGraph tutorial in 24 lessons, each with a guide and a notebook: workflows, streaming, persistence, memory, tools, multi-agent systems, RAG, and deployment. Python, LangGraph
data-structures-and-algorithms 46 standalone, tested C++ programs across 14 topics, from linked lists and heaps to Dijkstra and dynamic programming. C++
Cairnveil Security Agent A Self-RAG workflow that answers questions from a fictional security company's internal documents: it decides when to retrieve, grades the retrieved chunks, checks that the answer is supported, and rewrites the query when needed. Python, LangGraph, FAISS
web-pentest-lab A simulated web application security assessment against OWASP Juice Shop, written up as a pentest report. Web security, OWASP
Twinflare A tangible-interface game for an HCI course: two handheld rockets with tilt sensors control a two-player browser game through an Arduino. JavaScript, Arduino
Chronoscape A computer graphics scene showing a day-night transition over time. C++, OpenGL
SwiftMedAccess My first university project: a pharmacy management console app. C++
Convertify A desktop app that converts between Word and PDF files. C#
MyRegPlanner A planner for my university's course registration. C#
RetroRides C# A vintage car shop desktop app from C# coursework. C#
IMDB Data Science Preprocessing, exploratory analysis, and machine learning on the IMDB dataset. R
RESQ Full software development lifecycle documentation from a software engineering course. SDLC

Contributions

Snake eating the LT-Ripjaws contribution graph

GitHub contribution streak for LT-Ripjaws

Connect

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  1. easy-langgraph easy-langgraph Public

    Practice repository exploring agent workflows, state management, and tool integration using LangGraph.

    Jupyter Notebook

  2. SentinelOps SentinelOps Public

    A SOC-inspired platform for tracking, investigating, and resolving cybersecurity incidents — built with Next.js, NestJS, and MongoDB. It covers the full incident lifecycle: creation, assignment, an…

    TypeScript 1

  3. github-ai-changelog github-ai-changelog Public

    Full-stack AI changelog generator website that turns GitHub messy commit history into clean categorized notes, release summaries, and semantic search.

    TypeScript

  4. planner-agent-writer planner-agent-writer Public

    BrewNarrate is a single-user web app that turns a topic into a finished, cited blog draft and lets you watch the agent work live.

    Python 2

  5. spam-detection-with-stacking-classifier-machine-learning spam-detection-with-stacking-classifier-machine-learning Public

    A sophisticated machine learning web application that detects spam messages using an ensemble stacking classifier. Built with FastAPI backend and a modern, responsive frontend.

    Jupyter Notebook

  6. aiub-course-materials aiub-course-materials Public

    My collection of course materials for various courses in the AIUB CSE curriculum.

    Jupyter Notebook 5 1