Sudheer T.

CEO

Plano, Texas, United States5 yrs 5 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in Generative AI and cloud architecture.
  • Led high-impact AI initiatives at enterprise scale.
  • Mentor and educator in AI and software engineering.
Stackforce AI infers this person is a SaaS and AI engineering expert with a focus on enterprise solutions.

Contact

Skills

Core Skills

Generative AiCloud EngineeringAi EngineeringBusiness IntelligenceInfrastructure EngineeringAutomationNatural Language Processing

Other Skills

Google Agent Development Kit (ADK)LangChainOpenAI APICloud EngineerLow-Code DevelopmentPrompt EngineeringArchitectureModel Context Protocol (MCP)Large Language Models (LLM)Context EngineeringAmazon Web Services (AWS)Retrieval-Augmented Generation (RAG)Artificial Intelligence (AI)Amazon QuickSightTerraform

About

I build and explain AI systems in a way that makes complex ideas clear, practical, and useful. I’m an AI professional working at the intersection of Generative AI, agentic systems, and secure cloud platforms, focused on how AI actually works in real-world, enterprise environments. I’ve designed and deployed, 🤖 Generative AI systems including but not limited to RAG, Agents 🧠 AI agents and workflows that reason, act, and integrate with production systems ☁️ AI platforms on secure cloud infrastructure, built with AWS, Kubernetes, and infrastructure-as-code 🏗️ Enterprise-scale architectures that balance innovation, security, and governance My work spans AI engineering, cloud architecture, and SaaS security, but what I care most about is clarity. AI doesn’t need more hype. It needs better explanations, better mental models, and better engineering discipline. Here, I share, 🔍 How modern AI systems actually work ⚖️ Trade-offs behind GenAI, agents, and LLM architectures 🏛️ Lessons from building AI at scale in enterprise environments 🧠 First-principles thinking that helps engineers and leaders reason about AI I’ve led and contributed to high-impact initiatives that improved developer productivity, enabled AI adoption at scale, and supported regulated enterprise environments. I’ve also represented my work at internal and industry forums. I am currently filing two patents, one team patent (IDF-2023-0075-IN01) and one sole patent, focused on simplifying and scaling complex engineering workflows. Beyond my day-to-day work, I’m a mentor and coding tutor, teaching AI and software engineering concepts to learners ranging from kids to working professionals. Alongside building systems, I develop and write about my own philosophy. If you want to understand AI deeply, from first principles to production systems, not just use tools, you’re in the right place.

Experience

5 yrs 5 mos
Total Experience
5 yrs 5 mos
Average Tenure
5 yrs 5 mos
Current Experience

Jpmorganchase

5 roles

Senior Vice President

Promoted

Feb 2026Present · 3 mos · On-site

Vice President

Promoted

Feb 2025Jan 2026 · 11 mos · On-site

  • Sudheer is a Lead AI and Cloud Expert who drives innovation in developing and deploying cutting-edge AI and cloud-based solutions. His role combines AI research and development with cloud architecture expertise, enabling significant contributions to technological advancement and strategic business initiatives. He spearheads Generative AI solutions using RAG and agentic architectures, enhancing intelligent solution products and boosting productivity.
  • As the lead engineer and design authority for Amazon QuickSight enablement within JPMC, Sudheer oversees AWS service architecture using Terraform, managing event-driven architectures across 11 business lines. He leads QSphere development, a comprehensive QuickSight ecosystem, which includes creating a self-service automation portal and integrating environment-as-code practices.
  • Sudheer develops frameworks facilitating AI adoption among engineers, designing educational programs and best practice guidelines while fostering innovation. He leads initiatives to integrate multiple SaaS generative AI platforms for business intelligence, data visualization, and transformation services. His responsibilities include evaluating tools, designing integration strategies, and ensuring seamless deployment.
  • Managing the entire lifecycle of cloud solutions, Sudheer serves as COE, providing technical guidance and ensuring best practices implementation. He leads cross-functional teams, engages with users to understand requirements, and mentors junior engineers. His expertise extends to implementing automated testing frameworks, DevOps practices, and continuous integration pipelines, significantly improving deployment efficiency and system reliability. His role combines development, research, leadership, and user engagement, focusing on delivering impactful solutions that align with organizational goals and enhance business operations.
Google Agent Development Kit (ADK)LangChainOpenAI APICloud EngineerLow-Code DevelopmentPrompt Engineering+9

Software Engineer III

Promoted

Feb 2024Jan 2025 · 11 mos · On-site

  • As a Cloud Engineer, Architect, and Engineering Lead, I have played a pivotal role in driving the adoption of AWS QuickSight at JPMorgan Chase. I spearheaded the integration of QuickSight as a federated deployment across 10+ lines of business and 100s of instances, ensuring its streamlined use with robust controls and governance.
  • I also designed and architected scalable SaaS platforms, solving complex enterprise architecture and identity challenges. My work involved everything from inception to execution, including network architecture, IAM patterns, and creating reusable frameworks for the entire firm.
  • In addition to my technical leadership, I have led teams directly, guiding product engineering and managing key initiatives that align with business objectives
Low-Code DevelopmentAI AgentsFastAPICloud EngineeringAI Engineering

Software Engineer II

Promoted

Feb 2023Jan 2024 · 11 mos · On-site

  • As a Cloud Engineer specializing in Engineering of Enterprise BI & Data Wrangling Tools at JPMC, I excelled in the following areas:
  • Cloud Infrastructure Design & Build: Designed and built robust cloud infrastructure to support a wide range of Business Intelligence tools. Leveraged my expertise in AWS, Python, and BI & Data Wrangling tools to ensure efficient and scalable solutions.
  • Amazon QuickSight Enablement: Developed controlled Terraform modules to enable Amazon QuickSight, catering to the Business Intelligence needs of diverse business lines within JPMC. Empowered users with seamless access to AWS QuickSight.
  • SaaS BI Products Architecting & Provisioning: Architected and provisioned cutting-edge SaaS BI & Data Wrangling products, catering to the needs of over 250K internal and external users at JPMC. These SaaS products include Tableau Online, ThoughtSpot, Qlik Cloud, and Alteryx SaaS.
  • Risk Assessment & Mitigation: Evaluated network and infrastructure risks associated with SaaS BI applications, conducting comprehensive assessments. Focused on critical areas such as architecture, authentication and authorization, data security at rest and in transit, connectivity, and integration patterns.
  • Cloud Data Source Integration: Collaborated with cross-functional teams to develop solutions for connecting BI & Data Wrangling tools to cloud data sources such as AWS Redshift, AWS Athena, AWS S3, Snowflake, Databricks, and Starburst. Facilitated seamless data flow and optimized performance.
  • By combining my technical acumen with a deep understanding of enterprise BI & Data Wrangling engineering needs, I consistently delivered innovative and reliable solutions that empowered teams to harness the power of data.
Tableau OnlineCloud EngineerTerraformDjangoAmazon QuickSightAutomation+11

Software Engineer I

Aug 2020Jan 2023 · 2 yrs 5 mos · On-site

  • Infrastructure Engineer with a proven track record of achievements:
  • ✅ Successfully built and deployed infrastructure in JPMC Data centers, supporting a diverse set of Business Intelligence and Data Wrangling Tools.
  • ✅ Developed and delivered over 20 microservices that streamlined software installation, configuration, and maintenance through automation.
  • ✅ Designed and implemented various asynchronous automated solutions, empowering business users with self-service capabilities.
  • ✅ Led the design, development, testing, and deployment of a patent-pending simplified solution for deploying microservice workflows. This groundbreaking approach utilizes parameter-driven, state-maintained executions.
  • ✅ Created automated solutions for contract-based testing of desktop applications, enhancing testing efficiency and effectiveness, resulting in a filed patent application with the India Patent Office.
  • Beyond my core responsibilities, I actively engaged in advanced programs, driving innovation by developing AI/ML solutions and event-driven mobile applications on AWS.
Data ScienceIBM Cognos AnalyticsTerraformDjangoAutomationPython (Programming Language)+12

Conscript hr advisors private limited

Web Scraping Internship

Apr 2020May 2020 · 1 mo · India

  • A Web scraping internship where, scraping different job recruitment portals like Naukri, Shine, Indeed, LinkedIn jobs, Monster and BNI was the core responsibility achieved using different libraries in Python namely Selenium, BeautifulSoup, lxml etc. Also, delivered an additional Python script to automate the mails in BNI
Scrapy FrameworkWeb ScrapingSelenium WebDriverPython (Programming Language)Pandas (Software)Beautiful Soup

Credit suisse

Summer Research Intern in NLP, Python

May 2019Jul 2019 · 2 mos · Bengaluru Area, India

  • A research intern at Credit Suisse during the summer of 2019 solely responsible for research and development of a Relevance model using Natural Language Processing (NLP) techniques in Python as a part of the News Analysis project, receiving appreciation for delivering extremely proficient and dedicated workmanship
Data SciencespaCyAllenNLPNLTKPython (Programming Language)SPARQL+5

Education

The Ohio State University Fisher College of Business

Graduate Certificate — Data Analytics

Aug 2024May 2025

Sardar Vallabhbhai National Institute of Technology, Surat

Bachelor of Technology - BTech

Jan 2016Jan 2020

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