Manisha Patil

Key Responsibilities

Results-driven Full Stack LLM Development Specialist with hands-on experience in designing, developing, and deploying scalable Generative AI solutions. Expertise in building multi-agent systems, LLM-powered applications.Worked on building Migration and Testing agents and moving these agent to AWS Bedrock Agentcore.

• Design and develop end-to-end LLM-based applications using Python and modern AI frameworks
• Build and orchestrate multi-agent systems using frameworks like AutoGen and LangGraph
• Develop AI agents for code migration, testing, and automation workflows
• Implement RAG (Retrieval-Augmented Generation) pipelines using vector databases and embeddings
• Integrate LLMs (GPT-4/5, Sonet, Bedrock models) via APIs into scalable applications
• Architect and optimize prompt engineering strategies for accuracy and performance
• Perform chunking, code optimization for large documents
• Build and manage evaluation frameworks for LLM outputs (accuracy, hallucination reduction)
• Deploy applications on AWS (Bedrock, Lambda, S3, API Gateway) or similar cloud platforms
• Certified in Claude Architect Foundations and SnowPro Core, with a continuous focus on advancing skills in AI engineering, cloud technologies, and agent-based system design.
• Custom software engineering Senior Analyst (Sept 2021-June 2025)
• Worked on application support and transition activities, ensuring smooth handover and operational stability
• Managed and resolved incidents, service requests, and planned tasks in line with SLA requirements
• Performed job monitoring, troubleshooting failures, and ensuring timely resolution
• Coordinated and executed deployment management activities across environments
• Acted as a Release Manager, overseeing release planning, scheduling, and execution
• Collaborated with cross-functional teams to ensure seamless production releases and minimal downtime

• Worked on an IIoT (Industrial Internet of Things) solution for Airbus, contributing to the development of enterprise-grade applications for monitoring and managing industrial operations
• Designed and developed scalable web applications using C#, ASP.NET, and Web API, ensuring high performance and reliability
• Built and maintained RESTful APIs to enable seamless communication between IoT devices, backend systems, and user interfaces
• Developed and optimized SQL queries, stored procedures, and database schemas to handle large volumes of operational data efficiently
• Collaborated with cross-functional teams (business analysts, QA, and stakeholders) to gather requirements and deliver robust technical solutions
• Implemented data validation, error handling, and logging mechanisms to improve system stability and troubleshooting
• Participated in code reviews and version control management using GitHub, ensuring code quality and adherence to best practices
• Actively tracked and managed tasks using Jira, contributing to agile development cycles and timely delivery of features
• Supported deployment activities and resolved production issues, ensuring minimal downtime and improved system performance

• Worked in the logistics domain for Mumbai International Airport, contributing to the development of mission-critical systems supporting cargo and logistics operations
• Designed and developed enterprise web applications using C# and VB.NET, ensuring scalability, performance, and reliability
• Built and maintained RESTful Web APIs to enable seamless data exchange between internal systems, external stakeholders, and airport logistics platforms
• Developed and optimized SQL queries, stored procedures, and database structures to efficiently process high-volume transactional data
• Utilized Postman for API testing, validation, and debugging to ensure robust and error-free integrations
• Collaborated with business analysts and stakeholders to gather requirements, analyze workflows, and deliver customized logistics solutions
• Implemented data validation, exception handling, and logging mechanisms to enhance system stability and reduce production issues
• Participated in end-to-end development lifecycle, including design, development, testing, deployment, and support
• Troubleshot and resolved production issues, ensuring minimal downtime and smooth functioning of logistics operations
• Contributed to improving operational efficiency by streamlining data processing and system integrations

• Worked on a banking and financial services application for Mahindra & Mahindra Finance, contributing to the development of secure and scalable enterprise solutions
• Designed and developed backend components and web services using C# and ASP.NET Web API to support core financial operations
• Built and maintained RESTful APIs for seamless integration with internal banking systems and third-party services
• Developed and optimized SQL queries, stored procedures, and database schemas to ensure efficient handling of financial transactions and large datasets
• Ensured data accuracy, integrity, and security by implementing validation, exception handling, and logging mechanisms
• Collaborated with business analysts and stakeholders to understand financial workflows, loan processing, and customer data requirements
• Performed API testing and debugging, ensuring high reliability and performance of services
• Participated in end-to-end SDLC, including requirement analysis, development, testing, deployment, and production support
• Troubleshot and resolved production issues, minimizing downtime and ensuring uninterrupted financial operations
• Followed best practices for secure coding and compliance, critical for banking domain applications