Mayur Jadhav

|

Architecting intelligent systems with RAG, LLMs, and multi-cloud solutions

mayurjadhavsm@gmail.com
+1 (682) 374-5375
View Projects Download Resume

About Me

I'm a passionate Gen AI Engineer at Infosys with expertise in building cutting-edge RAG platforms, LLM architectures, and multi-cloud AI solutions. My journey from web development to AI engineering leadership has equipped me with a unique perspective on creating intelligent, scalable systems.

Currently, I architect hybrid RAG platforms that leverage GCP BigQuery and Azure AI Search, achieving significant improvements in query latency and AI insights accuracy. I specialize in implementing advanced techniques like Dynamic few-shot prompting, HyDE, MMR, and LLM re-ranking to enhance search relevance and system performance.

My passion lies in transforming complex AI concepts into practical, business-ready solutions that drive real-world impact. I believe in the power of AI to revolutionize how we interact with information and am committed to pushing the boundaries of what's possible in this rapidly evolving field.

23%
Query Latency Reduction
28%
Search Relevance Improvement
15%
Faster Report Processing

Professional Experience

Gen AI Engineer

Infosys
June 2024 - Present
  • Architected hybrid RAG platform with GCP BigQuery and Azure AI Search
  • Achieved 23% reduction in query latency and 12% increase in AI insights accuracy
  • Implemented Dynamic few-shot prompting, HyDE, MMR, LLM re-ranking
  • Developed AI agents for automated report generation (15% faster processing)
  • Enhanced search relevance by 28% for domain-specific queries
RAG LLMs GCP BigQuery Azure AI Search Python

Software Developer

Xoriant (Remote)
Nov 2020 - Jul 2022
  • Built comprehensive Internal Portal using Angular, Spring Boot, AWS, MySQL
  • Managed AWS infrastructure: EC2, EMR, DynamoDB, S3
  • Created 8 data models and dashboards using SAS, SQL, Tableau
  • Streamlined client and policy management for ACCORD Group
Angular Spring Boot AWS MySQL Tableau

Web Developer

Webster Solutions, Maharashtra, IN
Jan 2020 - Aug 2020
  • Developed client websites using Git version control
  • Foundation in web development and client collaboration
  • Gained experience in full-stack development lifecycle
HTML/CSS JavaScript Git Web Development

Featured Projects

AI Resume Optimizer

ATS Resume LLM App

Advanced resume optimization using OpenAI APIs with 50% improvement in ATS match rates. Features intelligent keyword analysis and formatting suggestions.

OpenAI APIs Python AWS Google Gemini Pro
50% improvement in ATS match rates
Shopify Customer Service AI

Shopify Customer Service

Multi-agent LLM architecture for intelligent customer support with DAG-structured workflows, authentication, context retrieval, and audio transcription capabilities.

LangChain RAG OpenAI Whisper Streamlit
Multi-agent Architecture
Audio Transcription

Education

Master of Science in Information Systems

University of Texas at Arlington
Aug 2022 - May 2024
GPA: 3.89/4.00
Data Science Machine Learning AI Systems

Bachelor of Engineering in Computer Science

University of Pune
Aug 2016 - May 2020
GPA: 3.60/4.00
Software Engineering Data Structures Algorithms

Achievements & Certifications

Infosys Certified Applied Generative AI Professional

May 2025

Advanced certification in applied generative AI technologies and implementations

AI Agents in Lang-graph Certification

Jul 2024

Specialized certification in building AI agents using LangGraph framework

First Place - Datathon 2023

Machine Learning Contest

Won first place among 250 teams in competitive machine learning datathon

Star Employee Award

Oct 2022

Client recognition for exceptional performance and problem-solving skills

Technical Skills

Languages & Frameworks

Python TensorFlow PyTorch LangChain Llama Index Streamlit Flask

Generative AI Technologies

Llama2 Mistral OpenAI Google Gemini Pro HyDE MMR LLM Reranking MPNET Ada Transformers

Machine Learning & Analysis

Fine-tuning Vector Embedding NLP RAG MLops Statistical Analysis

Databases & Data Engineering

MongoDB AWS Redshift Talend ETL ChromaDB Pinecone DataStax Cassandra

Cloud & Deployment

AWS Bedrock EC2 Lambda EMR DynamoDB S3 Azure AI Search GCP BigQuery Docker Kubernetes Hugging Face

Software Engineering

Git JIRA Agile CI/CD Angular Spring Boot MySQL REST APIs SAS SQL Tableau

Get In Touch

I'm always open to discussing new opportunities, innovative projects, or collaborations in AI and machine learning.

Email

mayurjadhavsm@gmail.com

Phone

+1 (682) 374-5375

Location

Available for remote opportunities