G Shiva Rama Krishna
Associate Director
I have spent 13+ years building software, leading teams, and turning business needs into working products. At S&P Global, I work on AI-powered reporting and knowledge tools using Python, RAG, MCP, and AWS. Earlier in my career, I built trading, reporting, and desktop applications with C# and .NET.
Hyderabad, Telangana, India
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Technical Skills
Proficiency and hands-on experience
AI & Agentic Systems
AI Tools & Platforms
Frontend & UI
Backend & Enterprise Apps
Data & APIs
Cloud & Platform
DevOps
Reporting & Visualization
Professional Experience
Associate Director
S&P Global Inc.
2017 - Present (9 years)
Leads engineering work on reporting, research, and AI products. Recent work includes RAG-based search and chat tools, agent workflows, and services running on AWS.
Key Achievements
- Designed and delivered two new AI products for reporting and conversational workflows, from initial design through production.
- Built Python workflows with AWS AgentCore, Model Context Protocol (MCP), and FastMCP to connect tools, retrieve information, and handle multi-step tasks.
- Built knowledge assistants that answer questions using company data and provide summaries and charts.
- Improved RAG pipelines by tuning retrieval, chunking, grounding, context handling, and token use.
- Added checks for answer quality, faithfulness, data integrity, and completeness, including LLM-as-judge evaluations.
- Deployed AI applications and supporting services on AWS EKS.
- Built financial-data charting features and worked on API and data-retrieval performance.
- Built a reporting solution that generates Image, PDF, Word, and Excel files, contributing to a reported 30% reduction in costs.
- Led a 10-person team and built VSTO tools for visualizing data in Excel, PowerPoint, and Word.
- Worked with product, platform, and engineering teams to turn reporting, research, and AI requirements into software designs.
Software Developer
TATA Consultancy Services
2013 - 2017 (4 years)
Built and maintained trading applications and internal tools, with a focus on performance and reliability.
Key Achievements
- Built and deployed IRS Core, a nationwide trading application for a government client, completing the project in five months.
- Built an internal tool that gave teams one place to track defects.
- Created reports with Telerik Report Builder to support client reporting and day-to-day operations.
Featured Projects
Agentic Report Builder with RAG & MCP
A reporting assistant that turns written questions into reports using company data. It retrieves relevant information and checks the results before returning them.
- Supports both user-defined and system-defined prompts for flexible report generation.
- Uses retrieval and agentic tool workflows to ground generated output in enterprise data.
- Applies evaluation checks for data integrity, faithfulness, and completeness.
Impact: Gives teams a quicker way to draft reports from company data and review the results.
Technologies
Enterprise Knowledge Chat Bot
A chat tool for asking questions about company data. It returns answers with summaries and charts to help explain the information.
- Returns grounded answers with visual summaries and chart-based explanations.
- Uses LLM-as-judge evaluation workflows to assess data integrity, faithfulness, and completeness.
- Built as an enterprise AI experience using retrieval, MCP-based tools, and evaluation frameworks.
Impact: Makes it easier for users to find and understand information in company data.
Technologies
Financial Data Charting Solution
A charting platform for exploring financial data and building interactive visualizations.
- Delivered interactive charts for financial data visualization and analytics.
- Improved API and data-retrieval performance; reported system-efficiency improvement was 50%.
Impact: Improved analysis efficiency by 40% through interactive financial-data visualization and optimized data retrieval.
Technologies
Report Builder Solution
A report-generation tool that creates reports in Image, PDF, Word, and Excel formats using reusable templates.
- Designed and implemented multi-format report generation with reusable templates.
- The delivered solution contributed to a reported 30% reduction in costs.
Impact: Reusable templates helped reduce reporting costs by 30% and processing time by 60%.
Technologies
Defect Management Tool
An internal tool for recording defects and following them through resolution across teams.
- Streamlined defect tracking across multiple teams.
- Recognized with a Technical Excellence Award for the tool and its high-performance reporting engine.
Impact: Centralized tracking improved defect resolution time by 45% and team productivity by 35%.
Technologies
Business Podcast Audio Player
An MP3 player for business podcasts that combines audio playback with speech-to-text and clip bookmarking.
- Converted podcast speech to text to make audio content easier to review.
- Enabled users to bookmark key audio clips and replay them later.
Impact: Helped listeners revisit important podcast moments without searching through the full recording.
Technologies
Nationwide Government Trading Platform
A trading platform developed with a cross-functional team for a government client and delivered in five months.
- Contributed to core buy/sell order management workflows.
- Built and supported market-monitor and ticker capabilities.
- Worked on Windows Communication Foundation (WCF) integrations between platform components.
Impact: Delivered a nationwide trading platform within a five-month timeline while maintaining delivery quality.
Technologies
Multi-Source Data API
A data-access layer that brings together multiple database services and APIs, retrieving information from SQL Server or Cassandra for user interfaces and other services.
- Developed APIs in C# and .NET Core to retrieve and return requested data.
- Supported React applications and downstream services as data consumers.
- Integrated data access across SQL Server and Cassandra.
Impact: Provided a unified way for applications and services to access data from multiple database platforms.
Technologies
Achievements & Awards
Engineering Excellence Award
Recognized at S&P Global for Office Tools development and delivery of high-impact business value.
Technical Excellence Award
Recognized for architecting a high-performance defect-management tool and reporting engine.
On-the-Spot Award
Recognized for optimizing a trading system to improve processing speed and efficiency.
ILP Kudos
Received at TCS for contribution during the Initial Learning Program (ILP).
Agentic AI Delivery
Architected and delivered two greenfield AI products for enterprise reporting and conversational workflows.
RAG & Quality Systems
Improved RAG reliability through retrieval, chunking, grounding, context-window, and token-efficiency tuning, supported by evaluation workflows.
Cloud-Native AI Platform
Delivered agentic AI and LLM applications using AWS AgentCore, MCP, Python, and AWS EKS.
Technical Leadership
Led a 10-developer team and mentored junior engineers while delivering enterprise software and AI capabilities.
Education
Master of Computer Applications (MCA)
Gayatri Vidya Parishad, Visakhapatnam
2010 - 2013
Bachelor of Science in Computer Science (B.Sc.)
Gayatri Engineering College, Srikakulam
2007 - 2010
Intermediate (Higher Secondary)
West Bengal Board of Higher Secondary Education, Kharagpur
2005 - 2007
Class 10
West Bengal Board of Secondary Education, Kharagpur
2005