Work
Three case studies with the constraints, decisions and trade-offs left in, followed by everything else.
A first-of-its-kind multilingual OCR for Bangladeshi birth certificates, served on NVIDIA Triton for customer onboarding at bKash.
Read case study
An end-to-end RAG system for PDFs and text files: bring your own Hugging Face token, get streamed answers grounded in your file, with nothing stored.
Read case study
A Selenium checker that watches a German appointment-booking page and alerts verified subscribers on Telegram through a PostgreSQL outbox.
Read case study
2025
Ported and extended customer churn, business anomaly and customer-lifetime-value pipelines at bKash.
Work project
2025
Co-developed a BI bot at bKash that answers business questions with an LLM agent.
Work project
2025
Live chart of Bangladeshi taka rates against EUR, USD and other currencies, with highs and lows for any time range.
2022
My blog, built with Next.js, Tailwind CSS and incremental static regeneration.
2022
A boilerplate for dockerised Django with Celery workers and Redis.
2021–23
Fine-tuned Bengali speech-recognition models with NVIDIA NeMo at Aequisym AI.
Work project