Senior Machine Learning Engineer
CVS Health Corporation
A US healthcare company providing health services, pharmacy benefits, and insurance.
Dec 2024 — Apr 2026Designed and deployed an enterprise GenAI platform and RAG workflows for natural-language access to healthcare and financial data.
• Designed and deployed an enterprise Generative AI platform integrating SAP Analytics Cloud, SAP HANA Cloud, SAP BW/4HANA, and Large Language Models to provide natural-language access to healthcare and financial data.
• Architected Retrieval-Augmented Generation (RAG) workflows combining structured enterprise data and unstructured business documentation to improve accessibility of organizational knowledge.
• Designed AI orchestration layers for query routing, retrieval, context construction, response generation, and evaluation.
DB Admin-Data Scientist
Anchor Health
Nov 2023 — Dec 2024Led healthcare data and AI initiatives for operations serving 7,000+ patients and 40,000 caregivers, including ML systems and MLOps workflows.
• Led AI and data initiatives supporting healthcare operations involving more than 7,000 patients and 40,000 caregivers.
• Designed enterprise data architecture integrating HHAeXchange, Smartsheets, Azure Synapse, Apache Airflow, AWS, and GCP services.
• Developed machine learning systems for patient retention, caregiver ranking, churn prediction, scheduling optimization, and operational analytics.
• Built end-to-end MLOps workflows including ETL pipelines, feature engineering, model training, deployment, monitoring, and retraining.
Machine Learning Engineer, Founder
Amal Technologies LLC
Sep 2023Founded an AI consultancy and led development of a Stable Diffusion-based vinyl wrap design tool that raised pre-seed funding.
• Led development and training of a GenAI Stable Diffusion model for an online interior vinyl wrap design tool; the project raised pre-seed funding.
• Provided artificial intelligence consultancy specializing in computer vision and natural language processing.
Machine Learning Engineer
Enhance IT
Mar 2023 — Aug 2023Built and deployed AI applications, including a recipe generator handling 5,000+ daily requests and sentiment and computer vision systems with reported 92–95% accuracy.
• Developed an AI-powered online recipe generator using GPT-3 for recipe creation and Stable Diffusion for image generation. Deployed it through a Flask API handling over 5,000 requests per day, with a reported 98% user satisfaction rate.
• Fine-tuned BERT and used RAG for recipe generation and sentiment analysis.
• Built a BERT-based Twitter sentiment analysis system that processed over 1 million tweets with 92% classification accuracy.
Machine Learning Engineer
Parqour
Sep 2022 — Feb 2023Developed and validated computer vision models for license plate recognition using customer datasets of 100,000+ data points.
• Developed computer vision algorithms for license plate recognition systems using YOLO, OCR, and OpenCV.
• Trained and validated computer vision models on 100,000+ data points from customer vehicle and driver datasets.
• Enhanced algorithm accuracy and robustness across diverse conditions.
• Delivered projects on time in an Agile environment during a year-long contract.