I am a Senior AI/ML Engineer with over 10 years of experience specializing in statistical modelling, data mining, machine learning, and deep learning to deliver actionable business insights. I have extensive expertise working with large language models, cloud-based architectures like Azure and AWS, and building scalable AI-driven solutions across domains including finance, healthcare, and technology. I enjoy pioneering explainable AI techniques, deploying generative AI models, and collaborating with cross-functional teams to implement responsible AI solutions that drive positive business outcomes and ensure compliance with regulatory standards. I am passionate about advancing AI technologies to solve complex real-world problems and improve user experiences.

Likitha G

I am a Senior AI/ML Engineer with over 10 years of experience specializing in statistical modelling, data mining, machine learning, and deep learning to deliver actionable business insights. I have extensive expertise working with large language models, cloud-based architectures like Azure and AWS, and building scalable AI-driven solutions across domains including finance, healthcare, and technology. I enjoy pioneering explainable AI techniques, deploying generative AI models, and collaborating with cross-functional teams to implement responsible AI solutions that drive positive business outcomes and ensure compliance with regulatory standards. I am passionate about advancing AI technologies to solve complex real-world problems and improve user experiences.

Available to hire

I am a Senior AI/ML Engineer with over 10 years of experience specializing in statistical modelling, data mining, machine learning, and deep learning to deliver actionable business insights. I have extensive expertise working with large language models, cloud-based architectures like Azure and AWS, and building scalable AI-driven solutions across domains including finance, healthcare, and technology.

I enjoy pioneering explainable AI techniques, deploying generative AI models, and collaborating with cross-functional teams to implement responsible AI solutions that drive positive business outcomes and ensure compliance with regulatory standards. I am passionate about advancing AI technologies to solve complex real-world problems and improve user experiences.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
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Language

English
Fluent
Hindi
Intermediate
Kannada
Intermediate

Work Experience

Machine Learning Engineer – Gen AI at Credit One Bank - Las Vegas, NV
June 1, 2022 - Present
Built LLM-powered chat experiences using the Kore.ai platform, enhancing self-service across credit card servicing. Integrated Retrieval-Augmented Generation (RAG) pipelines to improve model accuracy and transparency. Developed generative AI-powered fraud detection to simulate new fraud patterns and reduce false positives. Designed AI credit risk assessment models using transformer architectures for nuanced decisions. Automated financial coaching systems generating personalized advice. Pioneered Explainable AI to ensure transparency for customers and regulators. Managed MLOps workflows and collaborated with risk/legal teams to ensure compliance and privacy across AI solutions.
Machine Learning Engineer at Phillips - Bartlesville, OK
May 31, 2022 - July 31, 2025
Developed deep learning pipelines for medical video and image analysis to support early respiratory detection. Built intelligent voice assistants for clinical support using Microsoft Bot Framework and Kore.ai. Constructed RAG systems for clinical protocol retrieval. Integrated Azure Cognitive Services to analyze unstructured EHR data. Developed AI-powered cardiac ultrasound analysis and MRI optimization systems. Created predictive analytics for ICU patient monitoring. Developed NLP systems for clinical documentation extraction. Contributed to SRE operations for ML uptime and compliance with HIPAA/FDA standards. Proof-of-concept models for natural language generation in radiology reporting on AWS Bedrock and SageMaker.
Data Scientist at Anthem - Chicago, IL
August 31, 2020 - July 31, 2025
Designed and deployed predictive models to identify members at risk of chronic disease progression using scikit-learn and XGBoost. Built data pipelines integrating real-time claims, EHR, and call center data with Hadoop, Kafka, and Spark. Developed Tableau dashboards for clinical teams to visualize utilization and risk trends. Created AI-powered prescription optimization systems and Medicare Star Ratings analytics platforms. Developed social determinants of health analytics to refine risk models. Implemented fraud detection algorithms on streaming data and stored semi-structured data with Cassandra and HBase. Ensured HIPAA-compliant data handling and collaborated with compliance partners.
Data Analyst at Paytm - Mumbai, India
September 30, 2017 - July 31, 2025
Contributed to the development of a travel social media website, led analytical projects to enhance efficiency and refine supply strategies. Developed responsive UI components using React.js and Angular.js, helped scale the system for millions of users, and adopted Agile methodologies. Established management reporting and dashboards for senior leadership. Delivered end-to-end machine learning solutions for time-series analytics and market prediction. Applied clustering and pattern recognition for alarm data. Implemented storage solutions with MongoDB and Redis. Managed deployment on AWS cloud services.
Machine Learning Engineer – Gen AI at Credit One Bank
June 1, 2022 - Present
Led the development of large language model-powered chat experiences and AI-driven fraud detection systems to improve customer service and financial security. Integrated advanced frameworks like LangChain and Llama Index for retrieval-augmented generation pipelines, enhancing model accuracy. Developed AI-driven credit risk and financial coaching systems utilizing transformer architectures. Managed MLOps workflows for model deployment and ensured adherence to explainability, privacy, and fairness standards. Supported backend integration using Kotlin and collaborated with legal and risk teams for compliance.
Machine Learning Engineer at Phillips
May 31, 2022 - August 13, 2025
Developed deep learning pipelines for medical video and image analysis supporting early detection of respiratory and cardiac conditions. Built intelligent voice/chat assistants and retrieval-augmented generation systems for clinical protocols. Integrated Azure Cognitive Services for processing unstructured health records. Developed AI-powered ultrasound and MRI analysis tools, predictive analytics for patient monitoring, and NLP systems for clinical documentation. Maintained ML infrastructure, collaborated on responsible AI practices compliant with healthcare regulations, and developed NLP proof-of-concept models on AWS.
Data Scientist at Anthem
August 31, 2020 - August 13, 2025
Designed and deployed predictive models for chronic condition risk identification and fraud detection in healthcare. Built real-time data pipelines using Hadoop, Kafka, and Spark in GCP environments. Created visualization dashboards and data ingestion frameworks. Developed Medicare Stars Ratings analytics and social determinants of health models to improve healthcare outcomes and regulatory compliance. Collaborated with policy and IT teams to ensure HIPAA-compliant data handling and supported fraud detection through advanced anomaly detection algorithms and NoSQL database optimizations.
Data Analyst at Paytm
September 30, 2017 - August 13, 2025
Contributed to the development of a social media website for the travel community. Led analytics projects to enhance organizational efficiency and supply strategies. Developed responsive user interfaces using React.js and Angular.js, scaling the system to millions of users. Delivered end-to-end machine learning solutions for time-series analysis and predictive KPIs. Managed data warehouse support, developed management reporting dashboards, and utilized AWS services for deployment and storage solutions.

Education

Bachelor of Engineering at Nitte Meenakshi Institute of Technology, India
January 1, 2006 - December 31, 2010
Bachelor of Engineering at Nitte Meenakshi Institute of Technology, India
January 11, 2030 - August 13, 2025

Qualifications

Add your qualifications or awards here.

Industry Experience

Financial Services, Healthcare, Software & Internet, Travel & Hospitality