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OPEN TO WORK · Seeking Full-Time AI/ML & Backend Engineering Roles (Immediate Joiner / Open to Relocate)
Resume & Curriculum Vitae

Rugved Rajesh Chandekar
AI/ML Engineer · GenAI · RAG · Python · Backend

B.E. IT Graduate (2026) · Former Site Reliability Engineer (Machine Learning) & AI/Backend Intern at Smartborn · Former Associate Developer Intern at Idyllic Services · AI matching for 15,000+ profiles · IEEE AIC 2026 research published on IEEE Xplore · Python, RAG, FastAPI, AWS, Azure

Rugved Rajesh Chandekar
AI/ML Engineer · GenAI · RAG · Python · Backend

Skills

Languages & Core CS
Python SQL PostgreSQL MySQL DSA OOP
ML & Data
Scikit-learn Keras Pandas NumPy
AI & GenAI
LLMs RAG LangChain LangGraph GenAI Qdrant OpenSearch
Backend & Cloud
FastAPI Flask Pydantic Asyncio Docker AWS (EC2, ECS, S3, Bedrock) Azure
Profile

AI/ML Engineer and 2026 B.E. IT graduate with hands-on experience building GenAI, RAG, agentic AI, and Python backend systems. Experienced in LLMs, prompt engineering, embeddings, vector databases, FastAPI, LangChain, LangGraph, AWS, and Azure. Built an LLM-based matching system indexing 15,000+ profiles and reducing LLM token usage by 99%.

Professional Experience
Site Reliability Engineer (Machine Learning)
Smartborn Software Consulting Pvt. Ltd.
  • Automated an onboarding workflow, reducing processing time from about 1 hour to 10–20 seconds.
  • Automated ML model migration, reducing processing time from about 1 hour per model to about 5 seconds for multiple models.
  • Built an OT operations dashboard, replacing manual tracking in notebooks and Excel spreadsheets.
  • Supported a production ML forecasting platform and developed an internal AI agent for incident automation.
Intern (AI & Backend)
Smartborn Software Consulting Pvt. Ltd.
  • Built an offline AI policy assistant using FastAPI, Qdrant, SQLite, SentenceTransformers, and Ollama.
  • Implemented attribute-based access control (ABAC) for role- and user-attribute-based policy access.
  • Developed a semantic intent router, reducing structured query latency by 99.89% (73.7s to 79ms).
  • Optimized document retrieval using semantic search, caching, and prompt optimization.
Associate Developer Intern
Idyllic Services Pvt. Ltd
  • Developed JD-to-candidate matching pipeline using GPT and Qdrant, indexing 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.
  • Built REST APIs using FastAPI for backend integration of AI processing pipelines.
Technical Projects
ResuGenie · AI Resume Parser
Python · Flask · RAG · Qdrant · Amazon Bedrock · AWS ECS
  • Built an AI resume platform with RAG chat and cosine-similarity job-description fit scoring.
  • Implemented semantic resume-job matching using Qdrant.
  • Used Amazon Nova on Bedrock for document Q&A and deployed the platform on AWS ECS.
AI-Powered Pneumonia Detection App
Python · Keras
  • Trained DenseNet121 on 5,000+ chest X-rays, achieving 97.18% accuracy and 99.75% ROC-AUC.
  • Implemented channel & spatial attention with Monte Carlo Dropout for uncertainty-aware pneumonia detection.
  • Integrated Grad-CAM for explainable AI, contributing to a published IEEE conference paper (IEEE AIC 2026, IEEE Xplore) ↗.
Full-Stack Booking & Payment System
Python · MySQL
  • Developed full-stack official website with an end-to-end booking system.
  • Integrated Razorpay gateway, securely processing 100+ live transactions.
  • Reduced user waiting time by 95% while serving 5,000+ visitors.
Technical Achievements
IEEE AIC 2026 (IEEE Xplore) · Published ↗ Research paper on uncertainty-aware pneumonia detection published at IEEE AIC 2026 on IEEE Xplore
CCAT 2026 · All India Rank 308 Demonstrating strong problem-solving and computer science fundamentals
6 Anthropic Certifications Claude API, Model Context Protocol (MCP), and advanced AI subagent architectures
Published PyPI Package · integration-smoke-test Open-source Python library for API health checks and integration testing workflows
Education
B.E. (Information Technology)
Govt. Engineering College, Chhatrapati Sambhajinagar
CGPA: 7.38 · 2026
XII (HSC)
Mallick Junior College, Chhatrapati Sambhajinagar
87.17% · 2022
X (ICSE)
Ryan International School, Chhatrapati Sambhajinagar
84.20% · 2020