Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

I am a seasoned and innovative AI/ML Engineer with over 8 years of progressive experience designing, building, and operating intelligent systems across diverse industries such as finance, retail, and autonomous systems. I specialize in leveraging Large Language Models, Generative AI, and advanced machine learning techniques to deliver scalable, high-impact AI solutions. I possess deep expertise in deploying ML and AI models at enterprise scale using modern MLOps practices, cloud platforms like AWS and Azure, and cutting-edge tools such as PyTorch, Hugging Face Transformers, LangChain, and TensorRT. I am passionate about responsible AI, model interpretability, and fostering cross-functional collaboration for measurable business impact.…I am a seasoned and innovative AI/ML Engineer with over 8 years of progressive experience designing, building, and operating intelligent systems across diverse industries such as finance, retail, and autonomous systems. I specialize in leveraging Large Language Models, Generative AI, and advanced machine learning techniques to deliver scalable, high-impact AI solutions. I possess deep expertise in deploying ML and AI models at enterprise scale using modern MLOps practices, cloud platforms like AWS and Azure, and cutting-edge tools such as PyTorch, Hugging Face Transformers, LangChain, and TensorRT. I am passionate about responsible AI, model interpretability, and fostering cross-functional collaboration for measurable business impact.

NITHIN KOMMIREDDY

AI Engineer, AI Developer, AI Prompt Engineer, +2





I am a seasoned and innovative AI/ML Engineer with over 8 years of progressive experience designing, building, and operating intelligent systems across diverse industries such as finance, retail, and autonomous systems. I specialize in leveraging Large Language Models, Generative AI, and advanced machine learning techniques to deliver scalable, high-impact AI solutions. I possess deep expertise in deploying ML and AI models at enterprise scale using modern MLOps practices, cloud platforms like AWS and Azure, and cutting-edge tools such as PyTorch, Hugging Face Transformers, LangChain, and TensorRT. I am passionate about responsible AI, model interpretability, and fostering cross-functional collaboration for measurable business impact.…I am a seasoned and innovative AI/ML Engineer with over 8 years of progressive experience designing, building, and operating intelligent systems across diverse industries such as finance, retail, and autonomous systems. I specialize in leveraging Large Language Models, Generative AI, and advanced machine learning techniques to deliver scalable, high-impact AI solutions. I possess deep expertise in deploying ML and AI models at enterprise scale using modern MLOps practices, cloud platforms like AWS and Azure, and cutting-edge tools such as PyTorch, Hugging Face Transformers, LangChain, and TensorRT. I am passionate about responsible AI, model interpretability, and fostering cross-functional collaboration for measurable business impact.

Available to hire

I am a seasoned and innovative AI/ML Engineer with over 8 years of progressive experience designing, building, and operating intelligent systems across diverse industries such as finance, retail, and autonomous systems. I specialize in leveraging Large Language Models, Generative AI, and advanced machine learning techniques to deliver scalable, high-impact AI solutions.

I possess deep expertise in deploying ML and AI models at enterprise scale using modern MLOps practices, cloud platforms like AWS and Azure, and cutting-edge tools such as PyTorch, Hugging Face Transformers, LangChain, and TensorRT. I am passionate about responsible AI, model interpretability, and fostering cross-functional collaboration for measurable business impact.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Work Experience

Senior AI /ML Engineer at Publix Super Markets

September 1, 2024 - Present

Delivered enterprise scale Generative AI solutions for digital platforms including Conversational Shopping and Analytics Assistants, improving customer engagement and operational efficiency. Deployed LLM-powered product search and RAG pipelines integrated with product catalogs and inventory APIs. Built and deployed Generative AI analytics leveraging Power BI and Databricks. Implemented scalable AI services and containerized microservices on AWS. Established automated MLOps pipelines and observability frameworks, ensured PCI and HIPAA compliance, and validated features with A/B testing. Mentored engineers and coordinated cross-team deployments.

AI/ML Engineer at First Citizens Bank

August 31, 2024 - September 2, 2025

Built and deployed a Generative AI Regulatory Reporting Assistant automating OCC, FDIC, and SOX submissions. Designed LLM workflows to summarize regulations and generate draft reports. Developed RAG pipelines integrating transactional data and regulatory content. Productionized AI microservices on AWS EKS with security and compliance controls. Implemented explainability with SHAP and LangSmith and monitoring with CloudWatch, Prometheus, Grafana. Automated CI/CD and infrastructure management, optimized compute costs, and collaborated cross-functionally to refine outputs and ensure regulatory alignment.

Machine Learning Engineer at Cruise

June 30, 2022 - September 2, 2025

Delivered production grade ML solutions for autonomous perception, improving 3D object detection and tracking by integrating multi-sensor fusion pipelines. Researched and optimized LiDAR and vision-based architectures for real-time inference on NVIDIA DRIVE GPUs. Developed multi-agent tracking modules reducing ID switch errors. Enhanced system robustness through domain adaptation and adversarial techniques. Conducted large-scale training on multi-GPU clusters, developed active learning pipelines, integrated perception outputs with ROS and C++ APIs, and deployed models using Docker and Kubernetes with observability and drift monitoring.

Machine Learning Engineer at Fractal

December 31, 2019 - September 2, 2025

Built customer analytics and conversational AI platforms including churn prediction, domain NLU chatbots, and Twitter sentiment analysis. Operationalized insights with dashboards and REST APIs. Optimized MySQL pipelines and automated CI/CD processes improving release cycles. Reduced churn and automated customer interactions using XGBoost, Rasa, Keras, and LSTM models, integrated with Slack and Facebook Messenger, and deployed models on Azure infrastructure.

Software Engineer at Capillary Technologies

September 30, 2017 - September 2, 2025

Developed backend microservices and secure REST APIs for retail CRM transactions using Java Spring Boot and Python Flask. Automated ETL workflows, integrated async messaging with RabbitMQ, and managed SQL Server and Oracle DB. Supported migration to Microsoft Azure by refactoring APIs and implementing CI/CD pipelines with Jenkins and Azure DevOps, improving response times and operational efficiency.