About Projects Services Experience Blog Contact Resume
GitHub LinkedIn Twitter
Start a Project
Resume

Rugved Chandekar
AI/ML Engineer · Backend Engineer · Data Scientist

B.E. IT Graduate (2026) · Associate Developer Intern at Idyllic Services · IEEE CVMI 2026 Co-author · Python, RAG, Vector Databases, Generative AI, AWS

  Download PDF   Open in New Tab   LinkedIn

Your browser cannot display PDFs inline. Please use one of the buttons above to download or open the resume.

Download Resume PDF
Full Resume
Rugved Rajesh Chandekar
AI/ML Engineer · Backend Engineer · Data Scientist

Skills

Languages
Python SQL
AI & Data
Scikit-learn Keras RAG OpenAI API Vector Databases Pandas NumPy
Backend & Cloud
Flask REST APIs Docker Nginx AWS (EC2, ECS, S3, Bedrock) MongoDB Qdrant OpenSearch
Core CS
DSA OOP System Design Computer Networks
Profile

Information Technology graduate (2026) with internship experience building AI-powered backend systems using Python, RAG, vector databases, Generative AI, and AWS cloud services. Experienced in developing scalable backend applications, semantic search systems, and AI-driven workflows with measurable production impact.

Professional Experience
Associate Developer Intern
01/2026 · Present
Idyllic Services Pvt. Ltd
GPT-4.1 Qdrant Vector Databases Docker Nginx AWS
  • Developed JD-to-candidate matching pipeline using GPT-4.1 and Qdrant; indexed 15,000+ profiles.
  • Reduced LLM token usage by 99% and API response time by 10× using semantic caching and vector similarity search.
  • Developed an AI-proctored interview platform with real-time speech-to-text, text-to-speech, and face detection.
  • Automated structured report generation workflows integrated into a multi-stage AI processing pipeline.
  • Deployed 10+ production-grade full-stack applications on Linux VPS using Docker, Nginx, and SSH.
Technical Projects
ResuGenie · AI Resume Parser
12/2025
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
08/2025 · 11/2025
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.
Full-Stack Booking & Payment System
05/2025 · 08/2025
Python · MySQL
  • Developed and deployed a booking platform with payment gateway and admin management system.
  • Reduced manual booking effort by 90% and served 5,000+ visitors post 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
CCAT 2026 · All India Rank 308 Demonstrating strong problem-solving and computer science fundamentals
Position of Responsibility
Competitive Programming & DSA Lead · Hackslash
06/2024 · 06/2025
  • 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