Rishi Khandelwal
Founding Data Scientist & Lead @Minfy | 3X AWS Certified | Plaksha Tech Leaders Fellow 2022
- Role
- Data Scientist at Minfy
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Rishi Khandelwal
Rishi specializes in architecting and deploying AI-driven systems that solve complex…
Experience
Data Scientist
Aug 2022 — Present · Gurugram, IN
Chatbot, GenAI & AIOPs – AWS CICD, Fargate, ECS, Glue, Lambda, Bedrock, GitHub, Prompt Engineering, Python. Lead the design, implementation and deployment of an information retrieval (RAG) chatbot for an agritech start-up, enabling researches and analyst get relevant information from research papers and tabular data. Solution leverages RAG to extract relevant information from research papers and/or databases, deployed on AWS cloud. • Text to SQL, GenAI – Amazon Bedrock, Amazon Redshift, AWS S3, EC2, PythonDeveloped an AI-driven email automation system for one of India’s largest insurance providers, enabling automatic resolution of 30% of incoming CRM tickets. The solution boosts both the customer service and CSM productivity by 150%, while delivering consistent, accurate, and scalable query handling across thousands of policyholders.• Text analytics, ML & MLOps – AWS Sagemaker, TensorFlow, PyTorch, EC2, FastAPI, Inferencing Refactored and deployed 5 text classification models on AWS to reduce latency by 60% and increased availability of the solution. Configured autoscaling to achieve a significant performance boost, handling 20 million requests per month, and reducing inference time from 150 ms to 60 ms. • Cattle Monitoring, Computer vision – Built a scalable CV pipeline using YOLOv8 and AWS Rekognition to automate cow behavior tracking (sitting, standing, walking, mounting). Deployed posture/activity classification and motion-based walking detection models on AWS Sagemaker for real-time monitoring
Education
M.B.M. Engineering College, Jodhpur
Bachelor of Engineering (B.E.)
2014 — 2018
Plaksha University
Tech Leaders Program (Acceptance Rate <5%), Artificial Intelligence
2021 — 2022
Self-taught
Electrical Engineering, Mathematics and Aptitude
2020 — 2021
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