CATALYST
Feb 2025
Smart India Hackathon
The journey started here. Confused, out of my depth, and failed completely. The reality check that pushed me to start building seriously.
I'm a 3rd-year Computer Science undergrad at VNR VJIET interested in building backend systems, applied AI, and security-focused product workflows. My projects explore authentication, APIs, database-backed applications, and AI-assisted user experiences.

Building Express/Node APIs, authentication flows, and database-backed workflows.
Worked with MongoDB aggregation, PostgreSQL, Supabase, and schema choices for dashboards, auth, and workflow state.
Interested in authorization, RBAC/RLS, rate limits, and interfaces that make risky actions visible to users.
Uses AI APIs and ML pipelines as product features, with attention to explanations, fallback behavior, and user trust.
July 2025 - Nov 2025
Built ForteHR features using React, TypeScript, Supabase RLS/RBAC, and OpenAI API integrations.
Aug 2025
Worked on a water quality assessment study exploring EF-BER with clustering and KNN. I keep this framed as research work unless a public proceedings link is available.
Data preprocessing, clustering behavior, KNN classification, and evaluation framing.
Shown as research experience, not over-claimed as a published result without a public link.
These are framed around engineering decisions, tradeoffs, and next steps instead of inflated impact claims.
Case Study 01
Financial analytics platform
A full-stack finance dashboard for turning transaction records into trend views and protected role-based workflows.
Architecture
React dashboard, Express API routes, JWT authentication, MongoDB persistence, aggregation queries, and Recharts visualizations.
Engineering decisions
Tradeoff
MongoDB made flexible analytics iteration faster, but stricter relational reporting would need more deliberate schema design.
Future improvement
Add clearer audit logs, stronger validation around finance records, and more focused test coverage for authorization paths.
Webathon Winner - Feb 2026
Built a healthcare-focused recovery monitoring concept with patient status tracking, alert-first UX, and a product flow designed around post-surgery care teams.
Designathon 2nd Runner-Up - Mar 2026
Designed a security experience that turns suspicious browser behavior into clear threat states, AI explanations, and user-facing decisions.
Builder Momentum
Competitive programming and DSA practice links for quick verification.
Build Journey
A straightforward sequence of the moments that shaped how I build, compete, and think about engineering.
CATALYST
Feb 2025
The journey started here. Confused, out of my depth, and failed completely. The reality check that pushed me to start building seriously.
INTERNSHIP
July 2025
Started moving from quick prototypes toward more structured engineering while helping build ForteHR for a startup team.
RESURGENCE
Jan 2026
Returned to the competitive circuit at Anurag University with internship experience and a clearer approach to architecture.
VALIDATION
Feb 2026
Participated in back-to-back college hackathons and applied a year of learning to build Post-Op Guardian.
MOMENTUM
Mar 2026
Worked in higher-pressure environments with a stronger focus on demos, storytelling, and system architecture.
Interested in discussing software engineering, backend systems, applied AI, security-focused products, and Summer 2027 opportunities.