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Ann Mary Babu

@annmarybabu

Machine Learning Engineer at ZKteco Co Ltd

Bangalore, IN

https://www.linkedin.com/in/annmarybabu

ZKteco Co LtdIndian Institute of Information Technology (IIITK)

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

Invalid Date - PresentBangalore, India

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

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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

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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

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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

Jan 2021 - Jan 2023

Kerala, India

Model Engineering College

Bachelor of Technology

Electrical Electronics Engineering

Jan 2013 - Jan 2017

Kerala, India

Skills

Machine Learning
Deep Learning
Natural Language Processing (NLP)
Generative AI
Data Science
Computer Vision
Federated Learning
Data Visualization Techniques
Edge Computing Optimization
Real-time AI Applications
TensorFlow
PyTorch
ScikitLearn
Neural Networks
CNNs
RNNs
GANs
Pandas
NumPy
Data Cleaning
Feature Engineering
Supervised Learning
Unsupervised Learning
Reinforcement Learning
Cross-Validation
Black Box Evaluation
Model Introspection
Langsmith
Flask
Git
GitHub
GitLab
SQL(PostgreSQL)
NoSQL(MongoDB)
Python
R
LangChain
LlamaIndex
RAG
NLTK
SpaCy
Transformers