Kaushik RaviFull-stack & AI engineer
Product-focused developer (previous Amazon SDE II) focused on building knowledge and learning tools. I design and ship APIs, data/ML pipelines, and thoughtful/elegant frontends end-to-end, with a developer-growth experience mindset so teams stay fast and reliable.
Backend & APIs
FastAPI/Flask services, reliable data pipelines, and production-ready ML infrastructure with clear runbooks so teams can move fast and stay reliable.
ML & AI Engineering
Structured prompting, evaluation, and data feedback loops for LLM features. Transparency over hype—features people can trust.
Frontend Product
React/Next experiences that stay quick under load and communicate complex data clearly. Editor quality, collaboration flows, and clarity for real users.
Delivery & Ops
Owning roadmap, design docs, on-call, and automation so teams can ship faster and sleep better. Every build comes with instrumentation and documentation.
Latest Products
Lean, production-focused projects I’ve shipped independently.
Triance
Full-stack fitness platform with auth, workout builders, and automated ops. Built FastAPI + React, deployed on EC2 with automated backups and monitoring.
View details →Resonote
Reading + reflection tool with ingestion pipelines, NLP tagging/clustering, and a force-directed knowledge graph.
View details →MathTutor
Adaptive math practice engine with structured LLM prompts and routing to generate targeted exercises.
View details →Skills
Breadth across systems, data, and delivery.
Backend
Python, Java, Ruby, TypeScript, SQL/NoSQL, FastAPI, Flask, Spring MVC, AWS (DynamoDB, S3, RDS, Step Functions, SageMaker), Git, Docker, Nginx
Frontend
React, TypeScript, HTML/CSS, Tailwind, Bootstrap
Data, ML, AI
System design, Reinforcement Learning, NLP (Transformers, HuggingFace), Statistical Analysis, ML pipelines
DevOps & Delivery
AWS EC2, GitHub Actions, CloudWatch, Secrets Manager, RDS snapshots, production monitoring & logging
DX & Tooling
TypeScript performance, linting/formatting, CI/CD, templates/CLI, dashboards, runbooks, experiments/analytics
Why I build
I care about tools that help people think for themselves—edtech, knowledge systems, and learning workflows that turn unorganized/overwhelming information into confident decisions. Every product I created aims to make thinking visible and organization effortlessm so people and businesses can grow faster.