Skills & Technologies
32 skillsWork Experience
Full Stack ML Intern
Nestlé India
- Designed a responsive React dashboard for an autonomous anomaly detection pipeline, enabling enterprise stakeholders to interactively visualize flagged inconsistencies across 344,000+ records.
- Architected a hybrid rule-based and Isolation Forest ML anomaly detection system, successfully identifying errors without manual labeling to achieve a 93.8% F1 score and 99.6% recall.
- Constructed an auto-column-type inference pipeline (numerical, categorical, datetime) with targeted validation rules, reducing the misclassification rate to 0.50%.
- Validated model generalization utilizing confusion matrices across 3 distinct datasets, sustaining 99.5% accuracy on training data and 99.3% on large-scale unseen sets.
Projects
Vero
View Project- Built an AI-native development platform with a custom browser-based IDE interface (shadcn/ui, Tailwind CSS) enabling users to generate applications via natural language.
- Engineered cloud sandbox environments using E2B and Docker to securely execute AI-generated Next.js code with real-time live browser previews.
- Integrated a type-safe full-stack system using and Prisma, leveraging Inngest for reliable orchestration of long-running background AI workflows.
EchoWealth
View Project- Deployed a modular, Dockerized RESTful backend on Vercel, implementing JWT-based authentication and validation middleware to secure financial tracking endpoints.
- Created an AI-powered financial chatbot utilizing a custom service and PostgreSQL for session-aware memory to deliver personalized, context-aware insights.
- Automated a processing pipeline to ingest, parse, and categorize raw CSV bank transaction data into a normalized SQL database.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.
AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
Competitive Programming
Solved 300+ algorithmic problems on LeetCode and CodeChef using C++.
About Details
Professional Bio
Full Stack Developer with experience in React, Node.js, and ML pipelines. Passionate about building AI-native applications and contributing to open source. Proven track record in anomaly detection and cloud-based system architecture.
Bachelor of Technology in Information Technology
Ajay Kumar Garg Engineering College (2022 - 2026)