R
Rahul Mydur
About
Detail
Karnataka, India
Résumé
Jobs
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- ZAI EngineerZS,Aug 2024 - Current (1 year 9 months)Designed and deployed LLM-powered AI solutions using NLP and RAG(Retrival Augmented Generation), automating 80% to 90% of data analysis in business workflows. Optimized GenAI architectures, conducting gap analysis that led to a 50% improvement in system scalability and a 30% reduction in latency. Deployed AI/ML models on GCP Vertex AI and AWS Bedrock, automating the model deployment through MLOps pipelines by reducing deployment time. Enhanced an enterprise-grade Text2SQL agent with vector search (FAISS, ChromaDB, PGVector), improving query retrieval accuracy by 30%. Built LLM-powered AI agents using Semantic Kernel, Langraph, and prompt engineering, enabling real-time decision-making and reducing query resolution time.
Associate Software EngineerAscendionJul 2023 - Aug 2024 (1 year 2 months)Designed and optimized ETL pipelines, migrating the data using Python, Databricks, Snowflake, and ADF, reducing data processing time by 50%. Developed and deployed Generative AI models using LLMs to automate data transformation, efficiently migrating data from one format to another, reducing manual effort by 40%. Implemented an AutoML-powered image classification model on Vertex AI, improving accuracy from 30% to 70%, reducing inference time by 60%. Designed and deployed a predictive analytics model for diabetes risk assessment, leveraging machine learning algorithms in Python.
Education
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- DBEDayananda Sagar Collage of EngineeringJan 2020 - Jan 2023 (3 years 1 month)
- SDiploma in Electronics and Communication EngineeringSandur Polytechnic