CS undergraduate working across NLP research, full-stack engineering and product delivery. Co-founder at INNERSTUDIOS.
Lead and sole-author work on Bangla NLP, benchmarks, datasets, and browser demos with client-side transformer inference.
Lead author, Submitted for conference review
Political speech persuades long before it informs. BanglaRhet is the first systematic benchmark for detecting how that persuasion works in Bangla, a language spoken by over 240 million people yet still underserved by NLP research.
Built a manually annotated corpus of 30,289 Bangla political speech segments from Motamot, Prothom Alo, and Manab Zamin. Formulated two classification tasks: rhetorical technique detection (contrast, repetition, exaggeration, metaphor, rhetorical questions) and persuasion technique detection (blame assignment, call to action, unity call, moral, emotional and logical appeals). Four transformer models were benchmarked, with BanglaBERT setting the strongest baselines.
30,289
manually annotated speech segments
65.40%
macro-F1, rhetorical technique detection
66.46%
macro-F1, persuasion technique detection
4
transformer models benchmarked
Models benchmarked: BanglaBERT, Bangla-BERT-Base, SahajBERT, XLM-RoBERTa-Base.
Low-resource NLP, political discourse analysis, persuasion and rhetoric modeling, context-aware and multi-label classification.
Current
Co-founder & Software Engineer, Remote
Sep 2024 - Oct 2025
Project Manager, Remote, 4 yrs 7 mos with the company
Shipped products first, then everything else I have built, from blockchain platforms to bots running in production.
AI-guided self-discovery app, live on the App Store and Google Play
Cross-platform mobile app for reprogramming negative beliefs through AI-driven insights, personalized exercises and reflective journaling. Built and shipped at INNERSTUDIOS with its own dedicated server infrastructure.
React Native / Expo / Firebase / RevenueCat / DigitalOcean
Mobile app for catching and releasing unwanted thought patterns. Built and shipped at INNERSTUDIOS to both app stores with its own dedicated backend.
React Native / Expo / Firebase / RevenueCat / DigitalOcean
Native macOS menu bar utility that combines a drag-and-drop staging shelf with smart clipboard history. Capture from Share sheets, Finder Quick Actions, and keyboard shortcuts; pin items, preview with QuickLook, and drag out to any app. Built at INNERSTUDIOS, local-only, no subscription.
Swift / SwiftUI / App Sandbox / App Groups / Share Extension
Blockchain-based financial platform addressing fraud, KYC barriers and high fees in Bangladesh's digital payments.
Next.js / TypeScript / Ethers.js / JWT
Decentralized lottery on Arbitrum using Chainlink VRF for verifiable randomness and provably fair winner selection.
Next.js / Solidity / Chainlink VRF / Arbitrum
Logistic regression model trained on a 10k-row dataset to predict tech job roles, deployed with a live interface.
Python / scikit-learn / Logistic Regression
North East University Bangladesh
3.65 / 4.00
CGPA
CSE Society, NEUB
Leading research initiatives and innovation programs for the department's student society.
Regional hackathon by NEUB
24-hour build against teams from Sylhet Region, integrating an ML model and a custom prompt-engineered LLM with backend infrastructure.
Outside coursework I spend most of my time exploring new technology and reading AI and NLP research, with a particular interest in making language tools work for low-resource languages like Bangla.
Open to research collaboration, graduate study opportunities and interesting engineering problems.
