Ann Mary Babu
@annmarybabu
Machine Learning Engineer at ZKteco Co Ltd
Bangalore, IN
Experienced Machine Learning Engineer with over 3 years of expertise specializing in GEN AI and LLMs. Demonstrated proficiency in developing, testing, and deploying models within enterprise products, security, and healthcare domains. Skilled in Python programming and possesses a deep understanding of machine learning algorithms and deep learning techniques.
Experience
Machine Learning Engineer
ZKteco Co Ltd
Developed a user-friendly chatbot using ChatGPT, enhancing destination discovery, route planning, and local recommendations through secure data transmission and ChatGPT API integration. Utilized advanced RAG techniques and LangChain framework to devlop a customer support chatbot that can provide personalized recommendations based on the latest product catalogue. Led the design and deployment of machine learning models for a Smart Retail solution utilizing Self-Supervised Learning (SSL), resulting in enhanced product recognition, retail shelf management, and optimized inventory management, thereby streamlining retail operations. Developed and implemented AI algorithms to an auto time tracking application to measure and analyze employee performance, leveraging machine learning techniques such as named entity recognition, classification algorithms, and deep learning architectures.
Machine Learning Engineer
Ronds Technologies
Developed Digital Nurse Assistant, an AI system for patient pre-consultations, conducting early evaluations of mental and physical health, assigning specialists, and generating comprehensive reports. Created Mood Analyzing Chatbots, a daily mood tracker utilizing mood analysis chatbots and BERT models. Engineered Conversational AI chatbots for analyzing mental health disorders, built with the Rasa framework.
Data Analyst
Noesys
Infoweave: an analytics and automation solution for businesses, enabling streamlined data management, performance optimization, and automation of critical front and back office processes.
Software Engineer
IBM
Worked on data transformation projects which involved migration of legacy system data, data profiling and warehousing.
Education
Indian Institute of Information Technology (IIITK)
Master of Technology
Artificial Intelligence and Data Science
Kerala, India
Model Engineering College
Bachelor of Technology
Electrical Electronics Engineering
Kerala, India