AI / NLP
Experienced with transformer-based NLP workflows, Hugging Face, PyTorch, BanglaBERT/ELECTRA, classification, named entity recognition, sentiment analysis, emotion detection, and event extraction.
AI/NLP Engineer - Python/Django Developer - Systems Builder
Designing practical AI systems for Bangla NLP, intelligence, and automation.
I develop production-oriented AI, backend, and data systems that transform unstructured information into reliable insights, workflows, and decision-support tools.
Bangla NLP
Django APIs
Data Pipelines
ML Dashboards
About
Applied AI engineer with strong product-building experience.
I specialize in building applied AI and intelligence systems, with a focus on Bangla NLP, transformer fine-tuning, Django and Node.js backends, data pipelines, and automation platforms. My work involves collecting and normalizing complex web, news, social, and media data, applying ML/NLP analysis, and delivering actionable insights through dashboards, APIs, and operational workflows.
Best-fit roles
AI/NLP Engineer, Python/Django Developer, ML Engineer, Data/Intelligence Systems Builder
Languages
Bangla / Bengali, English
Technical Skills
From ML models to production-style web systems.
Backend / APIs
Build scalable backend services with Python, Django, Django REST Framework, Flask, Node.js, Express, ASGI/Daphne, authentication, RBAC, REST APIs, and admin dashboards.
Data / Databases
Work with PostgreSQL, SQLite, MongoDB, Redis, pandas, NumPy, scikit-learn, joblib, structured datasets, ETL pipelines, and data normalization workflows.
Frontend / Product
Develop clean, data-focused interfaces using React, Vite, TypeScript fundamentals, Tailwind CSS, Bootstrap, Chart.js, Recharts, analytics dashboards, and real-time progress views.
Automation / Scraping
Create automation and scraping systems with Docker, Docker Compose, Selenium, Playwright, Telethon, ffmpeg, OpenCV, WebSockets, background workers, schedulers, and Git/GitHub workflows.
Systems Direction
Design systems for news intelligence, social monitoring, election intelligence, event pipelines, campaign automation, task/workflow APIs, and media analysis use cases.
Selected Systems Projects
Selected work in AI, backend engineering, automation, and applied ML.
Some professional projects are presented only at a high level due to confidentiality requirements.
Confidential Internal PlatformPython - Django - PostgreSQL - ML/NLP - Docker
Secure AI and Data Analytics Platform
Designed and developed an internal platform combining data processing, search, NLP-assisted analysis, dashboards, APIs, and operational workflows.
- Focused on scalable backend architecture, structured analytics, access control, and deployment reliability.
- Project name, organization-specific use cases, datasets, and implementation details are withheld for confidentiality.
Confidential Monitoring PlatformDjango - DRF - PostgreSQL
Data Monitoring and Workflow System
Built a secure internal system for normalized data management, configurable collection workflows, analytics outputs, dashboard operations, and REST API integration. Sensitive project details are intentionally omitted.
Scraper SuitePython - Selenium - Docker
All in One Scraper
A distributed scraping suite for collecting data from Bangladeshi news portals, Facebook, X/Twitter, YouTube, TikTok, Telegram, and Google News sources.
Video AIDjango - React - OpenCV - ffmpeg
Reel Maker
An AI-assisted video processing tool that analyzes long-form videos, identifies high-potential moments from audio, motion, visual change, and subtitle patterns, and exports vertical short-form clips.
Automation ProductNode.js - React - MongoDB - OpenAI
WhatsApp Automation System
A full-stack WhatsApp automation platform with QR-based authentication, AI-assisted replies, campaign scheduling, contact management, media support, analytics, and real-time updates.
Database ToolDjango - PostgreSQL - Chart.js
MultiBase
A web-based PostgreSQL administration console for managing databases, users, connection strings, table views, storage metrics, and monitoring charts.
Workflow BackendNode.js - Express - SQLite - JWT
Workflow API
A role-based workflow backend covering users, teams, tasks, confidential assignments, submissions, comments, attachments, notifications, reports, and audit logs.
Utility AppFlask - Docker
ImageStash
A lightweight, Dockerized image hosting and management application designed for straightforward local development and containerized deployment.
Published AI Work
Bangla NLP models and datasets for real information-extraction use cases.
Joint Bangla Sentiment and Emotion Model
A multi-task Bangla NLP model that uses a shared encoder with dedicated prediction heads for sentiment and emotion classification.
Bengali Named Entity Recognition Model and Dataset
A Bengali NER model and aligned token-tag dataset covering persons, locations, organizations, political entities, events, crimes, and related entity types.
Crime Event Detection and Bangla News Topic Classification
Bangla news models for topic classification and structured crime-event extraction, including event type, location spans, time spans, and article-level outputs.
Job Experience
Professional experience in software development and IT systems.
Current Role
IT Officer (Software Developer)
A Govt. Organization
Dhaka
November 2022 - Present
- Develop Django-based applications, internal systems, data workflows, and operational software solutions.
- Build and maintain backend logic, dashboards, database-backed features, automation workflows, and deployment-ready web applications.
Software Developer
Software Developer (Django Developer)
AR Integrations & Solution Ltd. (ARIS)
Tally Office, 17/1, Sonatangor, Jhigatola, Dhaka 1209
October 2021 - May 2022
- Developed Django-based software modules, backend features, database models, and web application functionality.
- Contributed to full-stack implementation, debugging, feature delivery, and ongoing application maintenance.
Internship
Software Developer Intern (Django Developer)
Winmac System
Gorib-e-Newaz, Uttara
July 2021 - October 2021
- Supported Django development tasks, web application features, database operations, and software debugging.
- Gained hands-on experience with professional software development workflows and backend application architecture.
Contact
Interested in AI/NLP, Django, automation, or intelligence-system roles.
Available for remote, hybrid, or onsite opportunities in AI/NLP engineering, Python/Django development, machine learning, data and intelligence systems, and full-stack software development.