Surendra B
Gutta
15+ Years in Enterprise AI Architecture | Designing cloud-native data platforms and AI-driven solutions across Azure, GCP, and AWS for Transportation, Healthcare, Finance, and Retail domains.
About Surendra
AI Architect with 15+ years of enterprise experience specializing in multi-cloud data platforms, AI integration, and scalable data engineering solutions across Azure, GCP, and AWS environments
My journey spans data engineering, cloud architecture, AI integration, and multi-cloud platform design, specializing in enterprise-scale data solutions and AI-driven business intelligence. I excel at transforming complex data challenges into scalable, intelligent solutions.
I architect cloud-native data platforms, ETL/ELT pipelines, and AI-powered analytics that integrate seamlessly across Azure, GCP, and AWS environments. My expertise includes real-time data processing, machine learning operations, and performance optimization for enterprise workloads.
Having delivered solutions across transportation logistics, healthcare, finance, and retail, I understand the critical requirements of enterprise data architecture—from cloud migration to AI model deployment, data governance, and scalable analytics.
Core AI Technologies
AI Integration & Model Deployment
Model selection, prompt engineering, deployment, and monitoring across cloud platforms with enterprise-grade solutions
Multi-Cloud Architecture
Design and operate resilient data platforms on Azure, GCP, and AWS with enterprise-scale data solutions
Data Engineering & ETL/ELT
ETL/ELT pipelines, streaming data, data warehouses, and performance optimization for large-scale data processing
Domain Expertise
Transportation & Logistics
Healthcare & Insurance
Finance & Banking
Cloud Data Platforms
My Mission
Making AI practical, performant, and production-readyfor enterprise environments. I bridge the gap between cutting-edge AI research and real-world business value, ensuring solutions are not just innovative but also scalable, secure, and compliant with industry standards.
Technical Skills
Comprehensive AI & automation expertise spanning 20+ years of enterprise technology leadership, with deep specialization in modern AI platforms, LLMs, and intelligent workflow orchestration
Cloud Platforms & Databases
Big Data & Analytics
Programming & DevOps
AI & Machine Learning
Cloud & MLOps
Development & Integration
Enterprise & Compliance
Advanced AI Techniques
AI Solutions Portfolio
Cutting-edge AI implementations addressing real-world enterprise challenges in healthcare, compliance, and workflow automation
Symptom-Based Medical Product Recommendation
End-to-end AI system where an open-source LLM is fine-tuned or extended with medical store product data. The model recommends suitable over-the-counter products based on user symptoms, including product details and side effects. Includes backend API, deployment, and optional frontend demo.
Technologies
Key Capabilities
- •Custom dataset creation with medical products
- •Fine-tuning or Retrieval-Augmented Generation (RAG)
- •Symptom-to-product recommendation
- •API-based inference service
- •Cloud deployment with Docker support
- •Optional frontend demo for user queries
AI Agent Orchestration Platform
Autonomous AI agents with reasoning capabilities for SDLC automation. Memory-aware agents that handle requirements analysis, test generation, and release management workflows.
Technologies
Key Capabilities
- •Autonomous test case generation
- •Requirements traceability analysis
- •Intelligent release planning
- •Cross-functional team collaboration
Intelligent Workflow Automation
End-to-end automation platform integrating AI decision-making across software engineering processes. Streamlines requirements management, testing, and compliance workflows.
Technologies
Key Capabilities
- •Automated requirements validation
- •Intelligent test execution routing
- •Dynamic compliance checking
- •Performance optimization recommendations
AI Agent Orchestration Platform
Autonomous AI agents with reasoning capabilities for SDLC automation. Memory-aware agents that handle requirements analysis, test generation, and release management workflows.
Technologies
Key Capabilities
- •Autonomous test case generation
- •Requirements traceability analysis
- •Intelligent release planning
- •Cross-functional team collaboration
RAG-Enhanced Knowledge Platform
Retrieval-Augmented Generation (RAG) pipeline that enhances responses with external and internal content sources.
Technologies
Key Capabilities
- •Context-aware question answering
- •Knowledge integration from diverse data sources
- •Scalable document ingestion pipelines
- •Seamless enterprise knowledge access
Test Automation with MCP Servers
Integration of Selenium and Playwright through MCP servers to automate Watercare’s software testing pipelines.
Technologies
Key Capabilities
- •Cross-browser testing automation
- •Integration with CI/CD workflows
- •Scalable test execution
- •Reduced regression cycle time
Copilot for Release Management
AI-powered release planning and management system that assists teams in orchestrating deployments with minimal risk.
Technologies
Key Capabilities
- •Release schedule optimization
- •Automated risk assessment
- •Integration with CI/CD pipelines
- •Cross-team visibility and reporting
Enterprise Knowledge Hub
Centralized AI-driven knowledge base for Watercare, allowing teams to securely store, retrieve, and use organizational knowledge.
Technologies
Key Capabilities
- •Centralized documentation repository
- •AI-powered semantic search
- •Context-aware recommendations
- •Secure access and permissions management
Key Projects & Solutions
A showcase of enterprise data platforms, multi-cloud migrations, and AI-driven solutions that demonstrate expertise in scalable data architecture and business transformation
SAP Projects
7 Implementations
End-to-end SAP delivery across industries.
Total Employees
100
Global team supporting implementations and support.
Regional Distribution
SAP Projects Implementation
Led and delivered 7 end-to-end SAP implementations across regions, covering functional and technical delivery, integrations, and post-go-live support.
- 7 SAP projects implemented
- Total: 120 employees
- 32 on payroll in US
- 70 in India
- 6 in New Zealand and Australia
- 2 in Germany & 1 in UK
- 9 in Dubai
Employee Distribution
J.B. Hunt SCALE Project
Led the architecture and implementation of a comprehensive data platform for transportation logistics, processing large-scale data for estimates and projections. Built cloud-native solutions across Azure, GCP, and AWS platforms.
- Designed end-to-end data pipelines with Microsoft Fabric
- Implemented ML models for data quality analysis
- Optimized query performance by 40%
Multi-Cloud Data Migration
Architected and executed large-scale data migration projects from on-premises systems to cloud platforms, including Azure, GCP, and AWS. Implemented automated ETL processes and real-time data ingestion pipelines.
- Migrated 500+ databases across multiple cloud platforms
- Reduced data processing time by 45%
- Implemented automated CI/CD pipelines
Good One IT Solutions - AI & Data Engineering Services
Founded specialized consulting firm focused on AI and data engineering solutions for enterprise clients. Helping businesses transform their data challenges into competitive advantages through innovative cloud-native architectures.
- Custom AI model development and deployment
- Real-time data processing and analytics pipelines
- Machine learning operations (MLOps) implementation
- Data lake and data warehouse architecture design
Enterprise Data Platform Solutions
Comprehensive data platform solutions serving multiple industries including Healthcare, Finance, Retail, and Transportation with HIPAA-compliant platforms and AI-driven insights.
- Healthcare: HIPAA-compliant data platforms and AI-driven insights
- Finance: Real-time fraud detection and risk analytics
- Retail: Customer behavior analysis and recommendation engines
- Transportation: Predictive maintenance and route optimization
Professional Journey
15+ years of progressive leadership in AI, automation, and enterprise technology solutions across banking, finance, government, retail, and e-commerce domains
Sr Cloud Data Engineer/Architect
J.B. Hunt Transport
Leading the architecture and implementation of scalable, cloud-native data platforms across Azure, GCP, and AWS for the SCALE project. Designing end-to-end data pipelines and implementing automated CI/CD workflows for enterprise data solutions.
Key Achievements & Impact:
Technologies & Tools
Data Lead
Anthem
Led data engineering initiatives for healthcare data processing, designing ETL pipelines and coordinating with Data Science teams for advanced analytical models. Implemented multi-cloud data solutions with focus on security and compliance.
Key Achievements & Impact:
Technologies & Tools
Cloud Data Engineer
Avid Exchange
Architected and implemented cloud-based data solutions for financial data processing. Designed automated ETL processes and managed production support for compliance requirements in the financial sector.
Key Achievements & Impact:
Technologies & Tools
Get In Touch
Ready to discuss how multi-cloud data platforms, AI integration, and enterprise solutions can transform your business? Let's start the conversation.
Let's Connect
ai@surendragutta.com
Consultation
Available for discussion
Location
Remote & On-site (US)
Areas of Expertise
Quick Response Guaranteed
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