Hi, I’m Ajith Kalyan Chowdary Jarugula, a Generative AI Engineer with 10+ years guiding enterprise AI transformations across healthcare, banking, insurance, and retail. I specialize in designing LLM-powered applications, RAG pipelines, and real-time ML platforms that deliver measurable business outcomes. I thrive at the intersection of software engineering and AI strategy, partnering with stakeholders to architect scalable, secure AI systems that integrate with cloud platforms and enterprise APIs. I mentor teams, define AI adoption roadmaps, and deliver production-grade solutions from data pipelines to governance, monitoring, and copilots for agents and customers.

Ajith Kalyan Chowdary Jarugula

Hi, I’m Ajith Kalyan Chowdary Jarugula, a Generative AI Engineer with 10+ years guiding enterprise AI transformations across healthcare, banking, insurance, and retail. I specialize in designing LLM-powered applications, RAG pipelines, and real-time ML platforms that deliver measurable business outcomes. I thrive at the intersection of software engineering and AI strategy, partnering with stakeholders to architect scalable, secure AI systems that integrate with cloud platforms and enterprise APIs. I mentor teams, define AI adoption roadmaps, and deliver production-grade solutions from data pipelines to governance, monitoring, and copilots for agents and customers.

Available to hire

Hi, I’m Ajith Kalyan Chowdary Jarugula, a Generative AI Engineer with 10+ years guiding enterprise AI transformations across healthcare, banking, insurance, and retail. I specialize in designing LLM-powered applications, RAG pipelines, and real-time ML platforms that deliver measurable business outcomes.

I thrive at the intersection of software engineering and AI strategy, partnering with stakeholders to architect scalable, secure AI systems that integrate with cloud platforms and enterprise APIs. I mentor teams, define AI adoption roadmaps, and deliver production-grade solutions from data pipelines to governance, monitoring, and copilots for agents and customers.

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Experience Level

Expert
Expert
Expert
Expert

Language

English
Fluent

Work Experience

Senior Generative AI Engineer (Enterprise AI Transformation Lead) at CVS
February 1, 2025 - Present
Led end-to-end delivery of a real-time Call Center Agent Assist Copilot by designing a secure RAG workflow that generated grounded answers during live patient calls. Architected the solution with Python, FastAPI, and enterprise-grade REST APIs for low-latency orchestration of retrieval, summarization, and response generation. Built ingestion pipelines for knowledge sources (scripts, policies, FAQs) using AWS Lambda/S3 and automated parsing workflows to keep content updated. Implemented intelligent retrieval using Vector Databases with tuned embeddings and chunking logic, improving precision and reducing irrelevant citations. Developed prompt governance, agent-facing UI components, and live response streaming; integrated with Salesforce Service Cloud/CTI; established RBAC and audit logging. Delivered observability, evaluation pipelines, and cost optimizations.
Principal AI Engineer/Architect at US Bank
November 1, 2023 - February 1, 2025
Led a fraud-ops LLM Decision Support platform by designing secure RAG workflows that generated investigator-ready insights from historical fraud patterns, playbooks, and case notes. Architected backend orchestration with Python, FastAPI, and scalable REST APIs to support grounded summaries and next-best-action recommendations. Built structured ingestion for fraud data using Spark/PySpark and AWS S3; implemented semantic + hybrid retrieval with vector databases and optimized embeddings. Enabled tool-driven reasoning via LangChain, enforced deterministic JSON outputs, and delivered real-time fraud case summaries with secure access controls, PII redaction, and auditable logs. Implemented real-time observability and evaluation pipelines, cost optimizations, and CI/CD pipelines for regulated deployments.
Senior Data Engineer – Machine Learning Specialist at Albertsons Safeway
April 1, 2018 - June 1, 2020
Led production-grade Fraud Detection and Claims Risk Scoring platform, building scalable ML pipelines integrated into claims workflows. Designed core ML architecture (Scikit-learn, XGBoost, LightGBM) with real-time scoring services via FastAPI, and batch inference for alerts. Built feature engineering frameworks, deployed models with Docker/Kubernetes, and implemented CI/CD for ML services. Established model monitoring, drift detection, SHAP explanations, and dashboards for investigators. Integrated streaming events via Kafka and ensured secure access with OAuth 2.0/JWT/RBAC.
Data Engineer at Optimum Info System Pvt Ltd
August 1, 2015 - January 1, 2018
Led Enterprise Demand Forecasting and Inventory Optimization by building data engineering and ML pipelines across warehouses. Ingested data via S3/Glue, processed with Spark/PySpark, and engineered time-series features for Prophet, XGBoost, and LightGBM. Implemented ML lifecycle via MLflow, deployed inference services with FastAPI, and orchestrated batch/streaming workflows with Airflow and Kafka. Established data quality with Great Expectations and built governance/analytics layers in Snowflake.

Education

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Qualifications

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Industry Experience

Healthcare, Financial Services, Retail, Professional Services, Other