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Ayush Singh

Open to work0 years experience

Full Stack Developer

Gurugram, Haryana, IndiaTarget Roles: Backend Engineer • Full-Stack Developer • Frontend Specialist

Full Stack Developer & AI Enthusiast

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Standing Rank

Rank Not Available

Developer Badges

Badges Pending

Skills & Technologies

32 skills
javascripttypescriptc++javagoreact.jsnext.jsreduxcontext apihtml5css3tailwind cssfigmanode.jsexpress.jsrest apisgraphqlsocket.iocypresspostmanmongodbpostgresqlmysqlgithub actionsgitgithubpythonpandasnumpyscikit-learnisolation forestopenpyxl

Work Experience

Full Stack ML Intern

Nestlé India

Apr 2025 - Jul 2025 Gurugram, Haryana, 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

Next.js 15TypeScriptPostgreSQL
  • 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
Node.jsTypeScriptDocker
  • 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)

Languages: English, Hindi
Email: Locked