Professional Experience

Meijer  ·  Chicago, IL, USA

• Designed and deployed scalable AI/ML solutions on AWS for demand forecasting, customer analytics, inventory optimization, and recommendation systems.
• Developed scalable data pipelines using Amazon S3, AWS Glue, Lambda, and Redshift to process enterprise datasets for machine learning.
• Built Generative AI applications using LLMs, Prompt Engineering, RAG, LangChain, OpenAI, and Hugging Face.
• Developed NLP models for sentiment analysis, text classification, document summarization, semantic search, and customer feedback analysis.
• Designed intelligent recommendation systems to improve customer experience and targeted marketing.
• Built and deployed production-ready AI models using Amazon SageMaker, Docker, Kubernetes, and FastAPI.
• Integrated Pinecone and FAISS vector databases to build enterprise AI search solutions.
• Implemented MLOps using MLflow, Apache Airflow, GitHub Actions, and CI/CD pipelines for automated model deployment and monitoring.
• Collaborated with cross-functional teams to deliver AI-driven retail solutions that improved operational efficiency and customer satisfaction.

EnterPi Software Solutions Pvt. Ltd.  ·  Hyderabad, India

• Designed and developed end-to-end machine learning solutions using Python, SQL, Scikit-learn, TensorFlow, and PyTorch.
• Built scalable ETL pipelines using AWS Glue, Lambda, Python, and SQL for structured and unstructured enterprise data.
• Performed EDA, feature engineering, and statistical modeling to improve model performance.
• Developed supervised and unsupervised machine learning models for classification, regression, clustering, and anomaly detection.
• Implemented NLP solutions using Hugging Face Transformers for text classification, sentiment analysis, and information extraction.
• Built RESTful APIs using FastAPI and deployed AI models using Docker, Kubernetes, SageMaker, and Apache Airflow.
• Evaluated models using Accuracy, Precision, Recall, F1-Score, ROC-AUC, and RMSE to ensure reliable AI performance.
• Collaborated with data engineers, software developers, and business stakeholders to deliver AI-driven enterprise solutions.