Summary
Overview
Work History
Education
Skills
Certification
Timeline
Generic

Satyanarayana Bondada

Bangalore

Summary

Visionary and results-oriented Technical and Generative AI Architect with 18 years of extensive experience in enterprise architecture, requirements engineering, and AI-driven solution design. Expertise includes Large Language Model (LLM) architectures, Generative AI product design, and seamless integration of AI capabilities into enterprise systems. Proven leader in guiding multi-functional teams, architecting scalable AI pipelines, and delivering innovative, business-aligned AI solutions that optimize costs, enhance performance, and uphold responsible AI practices. Committed to collaborating with clients to define technical project objectives and specifications while ensuring meticulous attention to detail in coding and testing deliverables.

Overview

20
20
years of professional experience
1
1
Certification

Work History

Architect

Bosch Global Software Technologies Pvt Ltd
10.2010 - Current

Project: Intelligent Transport Management System (iTraMS)

  • Technologies: LangChain, OpenAI API, HuggingFace Transformers, FAISS, Python, FastAPI, AWS S3, AWS Lambda, Docker, Redis, Swagger, Git
  • Designed GenAI-enabled extensions for predictive maintenance, automated incident reporting, and driver performance summarization.
  • Architected a RAG pipeline using LangChain + FAISS for intelligent document retrieval from transport manuals and policies.
  • Developed AI chatbot for fleet managers integrating LLM with real-time tracking APIs for instant shipment queries.
  • Estimated AI deployment costs, evaluated OpenAI vs open-source LLMs, and implemented hybrid architecture to optimize cost & latency.
  • Led stakeholder demos showcasing AI-driven scheduling optimization and real-time insights.
  • Introduced Prompt Engineering playbook for transport domain-specific queries.
  • Reduced operational downtime, and cut spare parts inventory requirements by 80%.

Project: FusionX

  • Technologies: Java, SourceTree, BitBucket, Maven, REST APIs, JUnit, Jenkins, Spring Boot, Docker
  • Engineered application architecture and design as a Software Architect, using Java to develop APIs and create a clear separation between API and UI components, optimizing the Software Development process
  • Developed and implemented critical APIs in Java, facilitating seamless interaction between different modules, and applied Product Management principles to ensure alignment with business requirements
  • Authored detailed developer and user documentation for the application, supporting Product Management efforts by providing essential insights and guidelines for both technical and end-user audiences
  • Conducted unit testing and rigorous code reviews using Junit and Jenkins, ensuring high-quality Software Development outcomes and adherence to best practices in continuous integration
  • Delivered comprehensive training to customers on application usage, leveraging Product Management strategies to enhance user adoption and operational efficiency, thereby contributing to the successful deployment of the software Architecture.

Project: Release Management System of TT

  • Technologies: Cruise Control, Jenkins, Quartz Scheduler, Java, MKS, Jetty, Spring, SpringBoot, MySQL, Ant, Jira, Apache POI, Docker
  • Analyzed product requirements and engineered the application’s architecture, employing Java and Spring to align with Software Development best practices and Product Management goals
  • Developed the web application using Cruise Control and Jenkins, automating the build process and ensuring seamless integration and deployment of software components
  • Implemented daily build processes and generated product artifacts efficiently, leveraging Ant and Jira for effective artifact management and tracking during Software Development cycles
  • Designed the application following the MVC architecture, utilizing Jetty and Quartz Scheduler to enhance scalability and manage complex scheduling tasks
  • Conducted end-to-end testing to validate application functionality, and authored comprehensive developer and user documentation with Apache POI, facilitating smooth implementation and user understanding.

Senior Software Engineer

NIIT Technologies
07.2006 - 10.2010

Software Engineer

Covansys Ltd
09.2005 - 04.2006

Education

MCA - Computers

Andhra University

B.Sc - Mathematics, Physics, Chemistry

Andhra University

Skills

  • AI/ML & LLMs: Generative AI Architecture, LLM fine-tuning, Retrieval Augmented Generation (RAG), Prompt Engineering, LangChain, HuggingFace Transformers
  • Model Deployment: OpenAI API, Azure OpenAI, AWS Bedrock, LLaMA2, Mistral; PEFT (LoRA) optimization; on-prem & cloud inference
  • Vector Stores: FAISS, ChromaDB, Pinecone for semantic search and contextual retrieval
  • Responsible AI: Bias mitigation, hallucination rate reduction, ethical AI design, security in AI systems
  • Integration Patterns: API Gateway integration, Microservices architecture for AI services, REST-based AI pipelines, real-time AI APIs
  • Cost Optimization: Token management, response truncation, caching embeddings, multi-model routing
  • Business Alignment: Mapping AI capabilities to business objectives, ROI analysis for AI investments
  • Languages: Java, Python (AI pipelines), SQL, JavaScript
  • AI Tools: HuggingFace, LangChain, OpenAI SDK, PyTorch, Transformers, VS Code, Git, Jupyter
  • Databases: Oracle, MySQL, Redis, Vector DBs (FAISS, Chroma)
  • Cloud Platforms: AWS (S3, EC2, RDS)
  • Frameworks: SpringBoot, REST APIs, Microservices, TDD
  • DevOps & CI/CD: Jenkins, Maven, Docker, Azure DevOps

Certification

  • TOGAF EA Practitioner – The Open Group (2024)
  • Post Graduation in Big Data Engineering – BITS Pilani & Upgrad (2018)
  • AWS Cloud Practitioner - Simplilearn
  • Oracle Certified Web Component Developer (2014)

Timeline

Architect

Bosch Global Software Technologies Pvt Ltd
10.2010 - Current

Senior Software Engineer

NIIT Technologies
07.2006 - 10.2010

Software Engineer

Covansys Ltd
09.2005 - 04.2006

B.Sc - Mathematics, Physics, Chemistry

Andhra University

MCA - Computers

Andhra University
Satyanarayana Bondada