Standing Rank
Rank Not Available
Developer Badges
Badges Pending
Skills & Technologies
23 skillsWork Experience
SmartSupport AI Chatbot
Bharti Airtel Limited
- Developed a multilingual chatbot using Streamlit, Gemini 1.5 Flash, and HuggingFace, handling 500+ queries/day with low response times.
- Architected a RAG pipeline (Redis→Chroma DB→Gemini), reducing response latency by 35%.
- Improved semantic search accuracy by 25% using RecursiveCharacterTextSplitter and optimized embeddings.
- Engineered a file pipeline (PDF/CSV) with auto-indexing and metadata-based deletion, reducing effort by 60%.
- Implemented Redis caching and session memory to support multi-turn chats, reducing API calls by 40%.
- Reduced hallucinated responses by 30% by implementing a fallback pipeline (cache→vector DB→LLM).
Projects
Real-Time Collaborative Coding Platform
- Architected a full-stack collaborative IDE using MERN and Socket.io, supporting multi-user code editing with sub-100ms synchronization latency.
- Engineered secure multi-language code execution via Docker sandboxing, isolating runtime environments to prevent cross-user interference.
- Designed a room-based collaboration system with role-based access control, live cursor tracking, and real-time chat functionality.
- Optimized WebSocket event handling and integrated Redis caching, enabling seamless collaboration for 100+ concurrent users.
- Implemented scalable backend services using Node.js, Express.js, and MongoDB for efficient session and user management.
Credit Risk Prediction System
- Built an end-to-end ML pipeline on 10K+ financial records using Python and scikit-learn, achieving 79% accuracy and 0.82 ROC-AUC on an imbalanced binary classification task.
- Designed a robust preprocessing layer using ColumnTransformer for missing value imputation, categorical encoding, and feature scaling, improving model generalization on unseen data.
- Benchmarked Logistic Regression, Decision Tree, and Random Forest using F1-score and ROC-AUC, selecting Random Forest for superior handling of class imbalance and non-linear feature interactions.
- Deployed an interactive Streamlit web application with joblib-based model serving, enabling real-time credit risk predictions with <1s inference latency.
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
Solved 700+ DSA problems
Solved 700+ DSA problems across platforms LeetCode and GeeksforGeeks.
Highest LeetCode Contest Rating
Achieved a Highest LeetCode Contest Rating of 1598
About Details
Professional Bio
Electronics and Communication Engineering student with experience in AI/ML and full-stack development. Skilled in building RAG pipelines, collaborative platforms, and predictive models. Passionate about solving complex algorithmic problems.
B.Tech in Electronics and Communication Engineering
Malaviya National Institute of Technology Jaipur (2022 - 2026)