You are either wondering who this guy is and why you should care, or you are a friend I have forcibly sent this link to.
Either way, you are here now, and it seems only fair to make the introduction worth the click. Bear with me.
Computer science graduate, doing operations at a healthcare revenue-cycle company. Claims, remittances, and working out where two systems quietly stopped agreeing. When the work needs a tool that does not exist yet, I build it: usually in Retool, on PostgreSQL, with more SQL than the request implied.
Finding out what a null means before writing the query that depends on it. Naming things properly. Noticing that a dashboard is confidently wrong, which is worse than one being missing.
Outside that: a great deal of music, an indefensible amount of film and television, and a long-running belief that I will one day finish a side project. This site is currently the leading candidate.
the corridor, which has better lighting than I do
01
What I do all day
mostly SQL, if we are being honest
Commure
Operations Analyst
Jan 2026 — present
Dhaka, Bangladesh
Formerly Augmedix. Healthcare revenue cycle: claims go out, payers respond, and the gap between those two events is where the job lives.
·Design and own production internal applications on Retool, PostgreSQL, and JavaScript that run revenue-cycle operations across 80+ provider sites.
·Write advanced SQL (CTEs, window functions, conditional aggregation, subqueries) against large claims and remittance datasets to trace claim lifecycles and surface payment discrepancies.
·Build operational dashboards that rank exceptions by financial impact, so the queue is ordered by what is worth fixing rather than by what arrived first.
·Root-cause data inconsistencies across internal systems and external payer platforms, with engineering and product.
Two years, of which I attended three days. The number on the Lore page is not a typo. My HSC was then cancelled by a pandemic, which remains the most dramatic thing on my academic record.
Seroil Government High School
2010 — 2018
SSC
GPA: 5.00
Eight years, one building, the same friends throughout. I started a year early because of a rumour my mother heard. That story is on Lore.
the one building
04
Rooms, booked and unbooked
BRAC University Debating Club
Director of Human Resources
2023 — 2024
Not academic, not a job, and easily a third of what I got out of university.
·Ran the people side of a club that lives or dies on whether volunteers turn up.
·Organised BracU Open 2024 and two intra-university tournaments.
·Learned more about scheduling under constraint than any course taught me, which I say as someone who took Operating Systems.
05
Receipts
adjectives are free; these are not
Every CV makes the same four claims. Here is the evidence for mine.
“Hard-working”
I started at Commure on the first of January 2026. My final undergraduate exams were on the thirteenth and fourteenth. My thesis defence was on the thirty-first. Nothing got moved, and I would not recommend the schedule to anyone.
“Fast learner”
I had not opened Retool before January 2026. Three applications later, revenue-cycle operations across 80+ provider sites run on things I built in it, and it is now the tool I open most days. Notion arrived the same month and went the same way.
“Adaptable”
I was hired to do operations. The work kept needing tools that did not exist, so I built them. One of them, a tasking tool for the claims escalation team, got me Commure's Beast Award in August 2026, on a nomination that credited it with making productivity and accountability visible. The job description has still not been updated.
“Passionate about AI”
My thesis had to build its own evaluation methodology for Bangla LLM and RAG chatbots, because no benchmark existed to borrow. The method was the contribution. Two years earlier, my IEEE paper trained a movie-genre classifier on AI-generated data. That was 2023.
