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hemanth kumar

@hemantkumarr

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Senior GenAI Engineer at Tata Consultancy Services building LangGraph workflows and enterprise AI integrations.

United States

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What I'm looking for

I’m seeking AI/ML engineering roles where I can combine software engineering, applied machine learning, and enterprise delivery to build reliable products with measurable results.

I build AI accelerators on Snowflake/Cortex AI and an agent gateway for client integrations. I’ve developed LangGraph workflows with MCP integrations, validation, human approvals, and tracing.

I created EvalForge, an LLM evaluation framework with a Rust core and Python tooling. In earlier roles at Deloitte and Cognizant, I delivered fraud-detection and machine-learning workflows and built data pipelines.

Experience

Work history, roles, and key accomplishments

Current

Generative AI Engineer

Current

Tata Consultancy Services

May 2026 - Present (4 months)

Embedded with USAA engineering teams through TCS, building enterprise AI accelerators on Snowflake and Cortex AI, alongside an agent gateway for client integrations. Working with engineers and stakeholders to translate business requirements into reusable AI capabilities.
• Built stateful LangGraph workflows with conversation memory, conditional routing, and bounded tool execution for multi-step en

LangGraph LLM Evaluation Lang Chain Generative AI Development Solutions Architect Amazon Bedrock fastAPI Agentic AI Development Agentic Mode Cloud Computing Rust AI Agents Model Context Protocol (MCP)RAG

Artificial Intelligence Engineer

Deloitte

Oct 2021 - Sep 2024 (2 years 11 months)

Delivered machine learning and data engineering solutions for enterprise clients, combining hands-on development with requirements gathering, stakeholder communication, and technical delivery.
• Led technical execution across six concurrent client engagements, coordinating requirements, technology stacks, and delivery timelines.
• Built insurance fraud-detection workflows combining machine learnin

Machine Learning Engineer

ENIQUE Solutions ®

Jun 2020 - Sep 2021 (1 year 3 months)

Delivered backend integrations and machine learning/data workflows for consulting clients, translating business requirements into APIs, data pipelines, and deployable services.
• Designed REST APIs connecting machine learning services with client backend systems across AWS and Azure environments.
• Built data pipelines and model-training workflows, supporting delivery from requirements through dep

Software Engineer

Cognizant

Sep 2018 - May 2020 (1 year 8 months)

Built enterprise data-processing and reporting workflows using Python and SQL, with additional work in natural language processing.
• Developed and maintained data pipelines supporting enterprise reporting and downstream analytics.
• Automated recurring data-quality checks and transformations, reducing manual reporting work for delivery teams.
• Applied testing and code-review practices to maintai

Kafka Software Development Life Cycle (SDLC)SQL TensorFlow Microservices Azure Solutions Architect CI CD Machine Learning Algorithms GCP Data Analysis REST APIs AWS Kubernetes Git

Graduate Research Assistant

Southeast Missouri State University

Jan 2025 - May 2026 (1 year 4 months)

Researched distributed data pipelines and federated learning for healthcare datasets using Python, Flower, and Spark.

Python Flower Spark Federated Learning Distributed Systems

Career Ambassador

Southeast Missouri State University

Mar 2026 - May 2026 (2 months)

• Guided students on resume preparation, interview readiness, LinkedIn profiles, and internship and job-search resources.
• Supported career fairs, employer engagement events, and recruitment activities, helping connect students with employers.
• Collaborated with career advisors on outreach for workshops, networking events, and professional development programs.

Communication Skills

Campus Ambassador

Southeast Missouri State University

Jan 2025 - Mar 2026 (1 year 2 months)

• Guided students on resume building, interview preparation, Handshake usage, and internship/job search strategies
• Supported employer engagement events, career fairs, and on-campus recruitment drives, acting as a bridge between students and recruiters
• Assisted in promoting career workshops, networking events, and professional readiness programs across campus
• Collaborated with Career Advisors

TensorFlow Solutions Architect Git