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

B.E. IT Graduate (2026) · Site Reliability Engineer at Smartborn (Vestas) · Former Associate Developer Intern at Idyllic Services · IEEE AIC 2026 Author · Python, RAG, LangGraph, FastAPI, GenAI, AWS, Azure

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

Skills

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

Information Technology graduate (2026) with hands-on experience building Python-based AI applications and backend systems, and working with ML-powered production systems. Experienced with Python, SQL, LLMs, RAG, vector databases, FastAPI, AWS, and Azure, with a focus on developing practical applications, optimizing performance, and automating workflows.

Professional Experience
Site Reliability Engineer · Vestas
Smartborn Software Consulting Pvt. Ltd. · Bengaluru, Karnataka
  • Work with an Azure-based ML forecasting platform for weather and power prediction.
  • Investigate and resolve production issues and contribute to wind-farm onboarding in Scipher FX.
  • Analyze production incidents using application services, logs, and PostgreSQL.
  • Develop Agentic AI workflows using LangGraph and Azure AI Foundry for operational automation.
Intern
Smartborn Software Consulting Pvt. Ltd. · Bengaluru, Karnataka
  • Built an offline AI policy assistant using FastAPI, Qdrant, SQLite, SentenceTransformers, and Ollama.
  • Implemented attribute-based access control (ABAC) for role- and demographic-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; 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.
  • Built REST APIs using FastAPI for backend integration of AI processing pipelines.
Technical Projects
AI-SRE Platform
Python · LangGraph · Azure AI Foundry · Service Bus · OpenAI
  • Built an event-driven agentic system for incident detection, diagnosis, remediation, and verification.
  • Implemented multi-agent orchestration and A2A communication using LangGraph and Azure Service Bus.
  • Enabled dynamic agent delegation for context-aware incident investigation and remediation.
  • Added sandbox validation and human approval gates for safe production actions.
ResuGenie · AI Resume Parser
Python · Flask · RAG · AWS
  • Developed AI resume platform with RAG-based chat and cosine-similarity-based JD fit scoring.
  • Implemented semantic resume-to-job matching using Qdrant vector database.
  • Integrated Amazon Nova on Bedrock for document Q&A and deployed on AWS ECS.
AI-Powered Pneumonia Detection App
Python · Keras · Streamlit
  • 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 — research accepted at 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) · Accepted Paper Research on uncertainty-aware pneumonia detection accepted for publication at IEEE AIC 2026 (Applied Intelligence and Computing)
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 integration testing workflows
6 Anthropic Certifications Claude API, Model Context Protocol (MCP), and advanced AI subagent architectures
CCAT 2026 · All India Rank 308 Demonstrating strong problem-solving and computer science fundamentals
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