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Avani Pandey

Open to work0 years experience

Full Stack + AI Engineer

Zirakpur, PunjabTarget Roles: Backend Engineer • Full-Stack Developer • Frontend Specialist

Full Stack + AI Engineering Intern at Rudra Omniverse.

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Standing Rank

Rank Not Available

Developer Badges

Badges Pending

Skills & Technologies

36 skills
cc++pythonjavascripttypescriptreact.jsnext.jsvue.jsredux toolkittailwind cssbootstrapdaisyuimaterialuinode.jsexpress.jsrest apiswebsocketsmicroservicesmongodbmysqlpostgresqlvectordblangchainragpineconechromahugging faceopenai apigemini aigitpostmanvs codedsaoopssystem designdbms

Work Experience

Full Stack + AI Engineering Intern

Rudra Omniverse

Jun 2026 - Present
  • Built and deployed 8+ RESTful APIs using Node.js and Express.js with PostgreSQL, reducing average query response time by 40% through indexed schema design and connection pooling
  • Constructed RAG pipelines using LangChain and Pinecone, achieving 87% retrieval accuracy for context-aware LLM responses across 10,000+ document chunks
  • Fine-tuned LLMs for 3 domain-specific classification tasks, improving accuracy by 22% over baseline and cutting inference latency by 300ms per request
  • Automated transactional email workflows with Nodemailer and SMTP integration, reducing manual notification handling time by 90%
  • Ran 15+ training experiments with hyperparameter tuning (learning rate, batch size, LoRA rank), tracking evaluation metrics via structured logs before production deployment

Projects

Streamify — Real-Time Language Learning Platform

ReactNode.jsExpressMongoDBWebRTCStream SDKSocket.ioTailwind CSSDaisyUI
  • Built full-stack app using React, Node.js, Express, and MongoDB with real-time chat and 1:1 video calls via WebRTC and Stream SDK, handling up to 200 concurrent users
  • Integrated Socket.io for sub-100ms messaging latency, typing indicators, and multi-session handling across 5+ simultaneous connections per user
  • Designed responsive UI across 12+ screens with Tailwind CSS and DaisyUI, improving engagement by 35%; secured endpoints with JWT-based access control

RepoMind — AI-Powered Codebase Intelligence & Q&A Platform

LangChainOpenAI GPT-4Mermaid.jsThree.jsMongoDB
  • Built codebase analysis pipeline using LangChain and OpenAI GPT-4 with natural language insights and line-range citations, processing 1,000+ file repositories in under 45 seconds
  • Engineered multi-source ingestion with async GitHub cloning and parallel split-repo processing, cutting ingestion time by 60% over sequential loading
  • Integrated Mermaid.js dependency diagrams and Three.js 3D visualizations, reducing developer onboarding time by 50%; maintained average response latency under 2 seconds
  • Developed persistent session management with MongoDB, maintaining stateful Q&A history across 100+ codebases with zero session collision in load tests

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

Top 100 Finalist - TruthTell Global Hackathon 2024

Top 100 Finalist at TruthTell Global Hackathon 2024 among 5,500+ participants.

HackWithInfy - Qualified

Qualified for HackWithInfy, ranking in the top 15% on DSA and system design evaluation.

About Details

Professional Bio

Full Stack and AI Engineering enthusiast with expertise in building scalable web applications and RAG pipelines. Proficient in React, Node.js, and LLM integration, with a focus on optimizing performance and user engagement.

Bachelor of Technology in Computer Science

United Institute of Technology, Prayagraj (2023 - 2027)

Languages: English, Hindi
Email: Locked
Avani Pandey - Profile | Swiftcruit