AI researcher and developer building practical systems across language and speech,
generative AI, computer vision, biomedical AI, and production ML workflows.
I design and ship AI systems that move from experiments into usable products, with a
focus on multilingual language intelligence, speech processing, perception, and reliable
backend delivery.
My work spans automatic speech recognition, transformer-based prediction models,
document question answering, agentic and multimodal AI, face verification, custom OCR,
data pipelines, visualization apps, medical image classification, and road-safety vision systems.
Language & Speech
Information extraction, speech-to-text, text-to-speech, conversational AI, and RAG.
Generative AI
LLM applications, agentic AI systems, and multimodal generation across speech, vision, and text.
Biomedical & Healthcare AI
Biometric recognition, facial recognition, biomedical signal processing, and medical imaging.
Experience
Engineering AI systems from prototypes to services.
Recent roles blend research, model development, backend APIs, and practical integrations
for production-oriented machine learning work.
Business Automation Limited, DhakaNovember 2024 - Present
Machine Learning Engineer
Developed an automatic speech recognition system for English language workflows.
Built AI auto-suggestion and cluster-based remark suggestion features for a product.
Developed face verification authentication and OCR-based user information extraction from PDFs and images.
Built data archiving pipelines using Apache NiFi and Apache Airflow.
Created interactive data visualization web apps with Plotly Dash.
Developed FastAPI and PostgreSQL backend services with SMS, email, and custom PDF generation modules.
Next Solution Lab, DhakaFebruary 2024 - October 2024
AI Engineer
Developed a deep learning-based virtual try-on product for clothes and accessories.
Created OCR solutions tailored to business-specific document requirements.
Researched transformer-based non-English language models for text classification, question answering, and summarization.
Next Solution Lab, DhakaApril 2022 - January 2024
Associate AI Engineer
Developed industrial analog and digital meter recognition using object detection and text recognition.
Implemented named entity recognition for non-English documents.
Conducted R&D for computer vision and NLP paper implementation, product features, and model improvements.
Projects
Selected applied AI work.
A focused set of systems that show the range of my research and engineering work across
LLMs, RAG, Bangla NLP, medical AI, OCR, real-time vision, and production tooling.
Open-source PyPI package
LogLensX
A public Python package for the developer community, built to make application log analysis
easier for FastAPI and Flask projects.
Published on PyPI as loglensx with MIT licensing and Python 3.8+ support.
Adds a responsive log analytics dashboard to FastAPI or Flask apps with one setup function.
Parses application logs, folds multiline tracebacks, and summarizes errors, warnings, files, and loggers.
Includes searchable tables, Plotly visualizations, JSON APIs, and JSON, CSV, or NDJSON exports.
One of my strongest contributions to the Bangla AI learning community: a practical NLP
series that helps learners study modern language processing in their own language.
Explains core NLP ideas in Bangla for students, self-learners, and early AI practitioners.
Connects Python text processing, preprocessing, feature extraction, and model-building workflows.
Designed as community-first content for learners who want a local-language path into NLP.