Experience & Toolkit

The tools behind the work.

A focused view of the technologies, systems, and automation patterns I use to build reliable software.

Experience.

Recent work across AI evaluation, full-stack systems, and production-minded project delivery.

Resume-backed

Turing

Worked on training and evaluating large language models with a focus on reasoning, in-context learning, and software engineering problem solving.

Designed complex coding and algorithmic tasks with structured reasoning paths to improve model accuracy and interpretability.

Contributed to CL-Bench, a context-learning benchmark with 1,899 tasks and 31,000+ evaluation rubrics.

Built an internal response extraction and defect analysis tool to identify inconsistencies in LLM outputs and improve evaluation reliability.

DevWeekends Fellowship

Built full-stack applications while sharpening scalable engineering workflows, algorithms, review habits, and product delivery discipline.

Built and deployed 3+ full-stack applications using the MERN stack and Next.js.

Solved 150+ LeetCode problems across trees, graphs, recursion, dynamic programming, and advanced algorithmic patterns.

Collaborated through peer code reviews, debugging sessions, and architecture discussions to improve engineering quality and speed.

Project experience

A few concrete builds where the work moved from product idea to architecture, APIs, persistence, deployment, and user-facing flows.

Engineered a multi-vendor commerce platform with role-based dashboards and real-time chat for buyers, sellers, and admins.

/Developed 20+ RESTful APIs for authentication, products, orders, refunds, and payments.

/Implemented JWT authentication, SMTP verification, and centralized middleware-based error handling.

/Designed scalable MongoDB schemas and deployed the distributed architecture across Vercel, Render, and dedicated Socket.IO services.

Built a full-stack learning management system with learner and admin dashboards, secure auth, analytics, and course workflows.

/Implemented JWT and OAuth authentication with Google and GitHub.

/Integrated Redis caching for sessions and course data, reducing average load times by approximately 40%.

/Improved API efficiency with RTK Query caching and built analytics dashboards with ReCharts and Tailwind CSS.