AI Research & Tools
My recent work explores the intersection of Generative AI, Large Language Models (LLMs), and systems engineering. I build solutions that bridge the gap between natural language and complex technical systems.
SlideDeck AI
A generative AI tool designed for the co-creation of presentation decks, streamlining the transition from conceptual ideas to structured slides using LLMs. Won 3rd place in the Llama 2 Hackathon with Clarifai.
Hackathon Winner Try it →
KodeAgent
The minimalistic approach to building AI agents. KodeAgent is a small (~2,000 lines of pure Python) engine designed to be the robust reasoning core inside your larger system, not the entire platform.
Project Try it
Sys2Doc
Automatically generate comprehensive system documentation from diagrams (architecture, flowcharts, etc.). Powered by Gemini Pro Vision to translate visual representations into technical descriptions.
Hackathon Try it
RAG2Rich
A scientific approach toward optimizing Retrieval-Augmented Generation (RAG) systems. It evaluates answer "richness" based on context relevance and groundedness to identify optimal configurations.
Hackathon Try it →
Poem2Pic
Blends poetry with generative art by summarizing poems using LLMs and feeding the context to Stable Diffusion, creating a visual representation of literary emotions.
Hackathon Try it →
Open Data
I believe in open research and have authored several datasets to enhance AI capabilities in niche domains, specifically in code and Bengali literature.
CodePrompt Dataset
A resource developed to enhance and evaluate the capabilities of AI in code-related tasks and prompt engineering. It consists of hand-crafted coding problems for evaluating LLMs.
Paper Dataset Get it →
GanitPrabaha
A specialized dataset for Bengali math reasoning, designed to improve the mathematical capabilities of LLMs in the Bengali language.
Dataset Get it →
Bangla Nirdeshabali
A question-answer dataset in Bengali covering literature, culture, and geography, created to support instruction-following in Bengali LLMs.
Dataset Get it →
NLU Dataset for IBNs
A synthetically generated dataset to train Natural Language Understanding models for Intent-based Networks (IBNs).
Paper Dataset Get it →
Bengali Poems Dataset
A curated subset of the Bangla Sahitya dataset specifically containing Bengali poems, made available on Kaggle for communal research and use.
Dataset Get it →
Bangla Sahitya
A non-exhaustive collection of Bengali literary works by more than 35 authors, spanning 12 centuries.
Dataset Get it →
Software Engineering & Interactive Labs
Before focusing on AI research, I developed a suite of interactive, web-based laboratories and tools designed for global engineering education. These projects focused on providing hands-on practice in complex technical subjects.
Software Engineering & Network Virtual Labs
A suite of interactive, web-based laboratories designed to provide hands-on practice in ER modeling, UML diagrams, and network simulations (NS-2/NS-3). These labs have been used by students globally to bridge the gap between theory and practice.
Education System Design Software Engg Lab → Network Lab →
Ns2web
A standalone web-based interface for performing remote simulations and analysis with NS-2. It features a guided scenario generator and exports research-quality plots (EPS, PDF, PNG).
Simulation Try it →
The ONE Knowledge Base
A searchable archive of the Opportunistic Networking Environment (ONE) simulator community mailing lists. Built using Django and Haystack to provide an easy-to-use research resource.
Research Tool GitHub →
Software Engineering Lite
An unofficial port of the Software Engineering Virtual Lab for Android devices, designed to make educational content accessible on the go.
Android GitHub →