Full-Stack AI Systems and Microservices Engineer

Rahul Manjunath Pudurkar

*****.*@**********.*** +1-315-***-**** linkedin.com/in/rahul~mp github.com/rahulpudurkar SUMMARY

Full Stack Software Engineer with 5+ years experience building production AI systems, distributed microservices, and scalable web platforms across finance, healthcare, and logistics domains. Proficient in Java (Spring Boot), Python (FastAPI, PySpark), React/TypeScript, and AWS, with hands-on expertise in LangGraph, RAG pipelines, LLM fine-tuning, and multi-agent orchestration. Consistent record of delivering measurable outcomes, from surfacing $6.5M in risk exposures to cutting analyst review cycles by 40%. PROFESSIONAL EXPERIENCE

JPMorgan Chase, New York, NY Software Engineer Jun 2025 - Present

• Architected a multi-agent AI orchestration system using LangGraph and MCP, exposing reusable tool interfaces for contract analysis and regulatory compliance, reducing analyst review time by 40%

• Engineered production RAG pipeline with LangChain, FAISS (10M+ vectors) and AWS Bedrock Titan embeddings, improving answer relevance by 35% with confidence guardrails

• Fine-tuned DocLLM and transformer models on historical trade data via AWS SageMaker, raising clause-extraction F1 by 18% and identifying misclassified risk exposures valued at approximately $6.5M

• Built PySpark and AWS Glue ETL pipelines transforming millions of financial documents into schema-governed datasets, enforcing data-quality checks across downstream analytics

• Augmented FastAPI microservices with CloudWatch/MLflow observability; integrated OCR and OpenCV preprocessing into Airflow-driven release workflows, improving extraction accuracy Clutch Delivery LLC, Syracuse, NY Software Engineer Dec 2023 - Aug 2024

• Decomposed a monolithic Node.js/Express platform into Docker and Kubernetes microservices, isolating hot endpoints from batch workloads to cut p95 API latency from 210ms to 37ms; owned full feature lifecycle from scoping through observability

• Developed Python and Node.js backend services integrating demand-prediction APIs, applying TDD and source-control best practices to ensure long-term maintainability

• Delivered Angular/TypeScript frontend modules with ASP.NET, PostgreSQL, and MongoDB integrations; implemented WebSocket real-time sync achieving 99.9% uptime and lifting user engagement by 30%

• Automated deployments and testing with GitHub Actions and Jenkins, eliminating 6 manual deploy steps per release Dure Technologies, Mumbai, India Software Engineer Apr 2021 - Jun 2023

• Refined Java Spring Boot RESTful microservices for cross-market financial workflows spanning 35 countries, scaling sustained throughput 2.5x under peak load

• Initiated Python anomaly-detection and reconciliation modules across multi-market transactions, surfacing approximately $4.1M in misreported exposures through failure-mode analysis

• Optimized MySQL and Hibernate query performance via indexing and connection pooling, reducing transaction processing time by 55% to sub-200ms

• Migrated C#/ASP.NET monitoring dashboards to React.js on AWS EC2 with Docker, standardizing CloudWatch logging for real- time oversight

Space Infolab, Remote, India Java Developer Jan 2020 - Mar 2021

• Shipped Java Spring Boot microservices for loan-origination workflows, securing 80K+ daily API requests with OAuth2 and JWT authentication at sub-300ms latency

• Designed a hybrid Oracle and MongoDB architecture with ORM frameworks, improving read/write efficiency by 45%

• Introduced multithreading and JMS queues for parallel payment-event processing, increasing throughput 3x and reducing dropped transactions by 35% at peak load

• Streamlined Maven and Jenkins CI/CD pipelines to AWS EC2, compressing release cycles from bimonthly to weekly TECHNICAL SKILLS

Languages and Backend: Java (Spring Boot, Spring MVC, REST APIs, Microservices, JMS, gRPC), Python (FastAPI, Django, PySpark, Pandas, NumPy, Scikit-learn, PyTorch), Node.js (Express), Go, C# (ASP.NET), C/C++ AI/ML and Agents: LangChain, LangGraph, RAG Pipelines, MCP (Model Context Protocol), LLM Fine-Tuning, Prompt Engineering, Semantic Search, Embeddings, OpenAI API, Hugging Face Transformers, AWS Bedrock, Custom AI Agents Frontend: React.js, Angular, TypeScript, JavaScript, Next.js, Vue.js, Redux, GraphQL, WebSockets, HTML5, CSS3, Material UI Databases and Data: PostgreSQL, MySQL, Oracle, MSSQL, MongoDB, Firebase, FAISS (Vector DB), Apache Kafka, ETL Pipelines Cloud and DevOps: AWS (EC2, S3, Lambda, SageMaker, Bedrock, Glue, CloudWatch, API Gateway, ECS), GCP, Azure, Docker, Kubernetes, Terraform, GitHub Actions, Jenkins, Airflow, MLflow, CI/CD Practices: Object-Oriented Design, TDD, Clean Code, Code Review, Agile/Scrum, Observability, End-to-End Ownership, System Design, API Security (OAuth2, JWT, RBAC)

EDUCATION

Syracuse University, Syracuse, NY Master of Science, Computer Science Aug 2023 - May 2025

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