Hey, I'm Rachit. I write software for a living currently full-stack work on a production Next.js app at Novoguard LLC.
Most of what I enjoy is backend reliability. Async job processing, queues that don't silently drop work, that sort of thing. I'll happily spend an afternoon making a pipeline fail loudly instead of mysteriously.
OCR field-extraction service FastAPI + Celery + Redis + Docker, Tesseract doing the actual reading. Extraction runs as background jobs so the API doesn't block while a document churns. This one's actually runnable, not a screenshot.
Satellite imagery research The CNN–Transformer–LSTM thing. Tricky part was getting the spatial and temporal sides to cooperate instead of one drowning out the other. Paper's in progress.
UNet segmentation Keras U-Net for satellite imagery, scored on Dice / mIoU. Mostly taught me that the model is the easy part and the data wrangling is where the time goes.
Frontend Next.js · React · TypeScript · Tailwind Backend FastAPI · Celery · Redis · Node · Python ML / Vision TensorFlow · Keras · OpenCV · NumPy Infra Docker · Linux · Vercel · Git
Open to remote SDE roles, LinkedIn's the fastest way to reach me, I usually reply within a day.