• Led AI, ML, and Generative AI projects, delivering scalable, production-ready solutions.• Designed ML systems with FastAPI backends, RAG pipelines, and agent orchestration.• Developed enterprise-level LLM chatbots, fine-tuned models with LoRa/PEFT, and integrated API data into Azure Vector Databases.• Managed the ML lifecycle using MLFlow for versioning and Docker for containerized deployments.• Utilized pre-trained Computer Vision models for object detection, classification, and segmentation.• Optimized performance by monitoring throughput, latency, and server metrics.• Conducted EDA to enhance data pipelines and models.• Collaborated with cross-functional teams to integrate RESTful APIs and optimize databases.• Built interactive dashboards for business analytics and forecasting.

• Applied Testing with Concept Activation Vectors (TCAV) to distinguish between oral cancer leukoplakia, preneoplastic, neoplastic conditions, and other diseases, improving model interpretability and diagnostic accuracy.• Curated a dataset of 350+ handwritten images, leveraging VGG16 for feature extraction and deploying classification models to achieve high accuracy, with a focus on data visualization, feature extraction, and dimensionality reduction.

• Led the creation of RAG-based solutions and LLM-powered Text-to-SQL models, automating data retrieval and query generation to significantly improve software efficiency. • Conducted research and performance benchmarking on LLMs for code vulnerability detection using the CWE dataset, identifying enhancements to boost model accuracy and effectiveness.

• Developed scalable and efficient RESTful APIs using PHP Laravel, Python, and MySQL, optimizing data management for e-commerce platforms.• Built dynamic, full-stack web applications with Laravel, Blade, Vue.js, and MySQL, improving user experience and system performance.• Proficient in database management (MySQL, MongoDB) and experienced with RESTful API development, third-party service integration, and modern stacks such as MERN (MongoDB, Express, React, Node.js)