Rainfall Prediction
An ML model trained on historical weather to forecast rainfall patterns. Algorithm comparison, feature engineering, honest accuracy reporting.
I’m Kunwar Abhay Singh — a software engineer based in Lucknow, India. I build full-stack systems, ship APIs, and train models that earn their keep.
Lucknow, IN · 2025
Building software is about making something tangible out of fuzzy problems. I focus on engineering that compounds — clean APIs, models that don’t lie, interfaces that respect attention.
Full-stack engineering with Python, Django & Flask. REST APIs, relational schema design, and ML pipelines from data to deploy.
Ship small, measure honestly, iterate. Strong opinions on naming, weak opinions on tooling. Code reviews welcome.
Building Flask-based services and OOP systems for production. Day-to-day: APIs, code review, and shipping features that survive contact with real users.
Delivered dashboards and structured data systems for international clients. Turned spreadsheets into decisions; turned chaos into queries.
Worked on environmental data modelling for energy efficiency. ML applied to problems with actual stakes — climate, not click-through.
Led Django builds, ran workshops, mentored juniors. Shipped student-management and event platforms used by real cohorts.
An ML model trained on historical weather to forecast rainfall patterns. Algorithm comparison, feature engineering, honest accuracy reporting.
Full-stack Django app for records, courses & grades. Auth, CRUD, responsive dashboard.
CNN-based diabetic retinopathy detection from retinal images.
Course authoring, enrolments, progress tracking, video lectures, quizzes & a student dashboard.
Stack ranked by what I use most often, not by what looks nicest on a CV. Always learning — the list edits itself.