I'm good at turning
messy data into working systems.

The problem

Every decent transcription tool wants you to upload your recording to someone else's server and pay by the minute. That's a hard sell when the audio is a client call, an interview, or anything you'd rather not hand over.

How I built it

I built a transcription app that runs entirely on your own machine. Whisper does the speech-to-text locally, FFmpeg pulls the audio out of video files, and a Redis-backed queue handles the long jobs so the browser never sits there waiting.

What it does

• Local transcription with whisper.cpp, no external API
• FFmpeg audio extraction and validation, uploads up to 300 MB
• Background queue with live processing status
• Editable segments with timestamps, exported as SRT or TXT

The problem

Job seekers spend hours applying into a black hole, and employers spend just as long sorting through applications that were never a fit. Nobody talks to anybody until an offer is already on the table.

How I built it

I built a LinkedIn-style platform where messaging happens in real time, applications are tracked instead of lost, and admins can moderate the whole thing without digging through a database.

What it does

• Three roles: seeker, employer, admin, each with a different view
• Real-time messaging with Socket.io
• Employer verification through document upload
• A social feed with posts, likes, and comments

The problem

Booking a movie ticket in Nepal usually meant showing up in person, or using a booking system with no real seat selection and payment tacked on as an afterthought. Two people could even end up claiming the same seat.

How I built it

I built a booking platform on a plain MVC stack, no framework doing the thinking for me. Auth filters guard every route, DAOs reach PostgreSQL through prepared statements, and the seat map puts a temporary hold on your seat so nobody takes it out from under you mid-checkout.

What it does

• Live seat map with temporary holds, so two people cannot claim the same seat
• Khalti and eSewa sandbox checkout, plus cancellations with fee tracking
• PDF tickets from iText, BCrypt-hashed logins, role-based auth filters on every route
• Admin dashboard with Chart.js revenue analytics, poster uploads, and seating auto-generated per showtime
• Builds from a clean clone: the Maven Wrapper and Cargo pull down Maven and Tomcat 10.1 on first run

The problem

Most self-hostable chat apps are either a pain to set up or missing basics like group chats and proper login. I wanted something simple enough to run myself.

How I built it

I built a messaging app with passwordless OTP login, Google OAuth, group chats, emoji reactions, read receipts, and typing indicators, without dragging in a framework I'd have to fight.

What it does

• Email OTP and Google OAuth for login
• Real-time messaging with Socket.io
• Group chats with member roles
• Read receipts and typing indicators