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Rugved Chandekar
AI Systems Engineer

Final-year B.E. IT student · Associate Developer Intern at Idyllic Services · IEEE 2026 Co-author · Python, RAG, Agentic AI, AWS

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Rugved Rajesh Chandekar
AI Systems Engineer · Python Developer

Skills

Programming & Data
Python SQL Pandas NumPy Matplotlib Seaborn
ML & AI
Scikit-learn Keras XGBoost LLMs RAG Agentic AI
Backend & Tools
Flask REST APIs WebSockets Docker Nginx Git n8n
Cloud (AWS)
S3 ECS Bedrock DynamoDB OpenSearch ALB Qdrant
Core CS
DSA OOP System Design Computer Networks
Profile

Final-year B.E. IT student with hands-on experience in Python, AI/ML, and cloud backends — internship experience shipping AI-powered backend systems end-to-end. Associate Developer Intern at Idyllic Services Pvt. Ltd, building production RAG pipelines, agentic AI orchestration systems, and ML infrastructure on AWS. IEEE 2026 conference co-author on Bayesian Deep Learning.

Professional Experience
Associate Developer Intern
Idyllic Services Pvt. Ltd
  • Built JD-to-candidate pipeline stages using GPT-4.1, Qdrant, MongoDB, and OpenAI Embeddings.
  • Reduced LLM token usage by 99% and response time by 10× via semantic caching and vector search.
  • Built an end-to-end AI-proctored video interview module with real-time STT, TTS, and face detection.
  • Automated report generation and scaled the system to index 15,000+ candidates.
  • Deployed 10+ full-stack apps end-to-end on Linux VPS using SSH, Docker, and Nginx.
Technical Projects
ResuGenie — AI Resume Parser
Python · Flask · RAG · AWS
  • Built full-stack AI resume platform with RAG-based chat, JD fit analysis, and 10-dimension scoring.
  • Implemented semantic resume–JD matching using vector embeddings for intelligent candidate-role alignment.
  • Integrated Amazon Bedrock to enable RAG-based "Chat with Resume" functionality.
  • Deployed on AWS ECS with EC2, Elastic IP, and IAM role-based Bedrock access.
AI-Powered Chest X-Ray Classifier
Python · Keras · Streamlit
  • Built a DenseNet121-based classifier on 5K+ chest X-rays (96.33% accuracy, 99.42% ROC-AUC).
  • Integrated Grad-CAM to visually highlight detected regions on X-rays for explainable predictions.
  • Implemented attention mechanisms (channel + spatial) to focus model on clinically relevant lung regions.
Official Website for Raghavendra Swami Mutt
Python · MySQL
  • Developed and deployed full-stack booking system with frontend, backend, database, and admin panel.
  • Automated booking process reducing manual effort by ~90% and seva booking time by ~95%.
  • Served 100+ users with 5,000+ total visitors since deployment.
Technical Achievements
Co-author, IEEE CVMI 2026 Uncertainty-Aware Pneumonia Detection using Bayesian Deep Learning — 96.33% accuracy, 99.42% ROC-AUC
Winner — College Hackathon (Hackslash) Built ResuGenie, an LLM-based resume parser and JD alignment system. Won over 50+ teams.
Published on PyPI — integration-smoke-test Open-source Python library for API health checks and connectivity diagnostics
AI-Powered VS Code Extension Built an AI-powered VS Code extension enabling natural language command execution in the editor
CCAT 2026 — All India Rank 308 Demonstrating strong fundamentals in DSA, programming, and core Computer Science
Position of Responsibility
Competitive Programming & DSA Lead — Hackslash
  • Conducted 5+ workshops, coding competitions, and hackathons for 300+ students.
  • Mentored peers in Data Structures and Algorithms, promoting structured problem-solving and code optimization.
Education
B.E. (Information Technology)
Govt. Engineering College, Chhatrapati Sambhajinagar
CGPA: 7.38 · 2022 – 2026
XII (HSC)
Mallick Junior College, Chhatrapati Sambhajinagar
87.17% · 2022
X (ICSE)
Ryan International School, Chhatrapati Sambhajinagar
84.20% · 2020