Mata Prasad
@mataprasad
Data Scientist and AI/ML Engineer with expertise in predictive analytics and machine learning models
What I'm looking for
I am a dedicated Data Scientist and AI/ML Engineer with a strong background in driving company growth through strategic data science initiatives. Currently, I serve as a Senior Analyst in Data Science at American Express, where I have developed models that significantly improved customer retention and merchant recommendations. My work includes creating a kNN-based lookalike model and a BERT-based NLP model, which boosted tracking accuracy by 42%. I also contributed to predictive analytics, enhancing model performance by 31% through extensive feature engineering.
Prior to American Express, I worked at Sustlabs, an IIT Bombay incubated startup, where I implemented WaveNet for appliance detection, achieving 90% accuracy. My technical expertise includes Python, SQL, PyTorch, and various data frameworks. I hold a B.Tech in Production & Industrial Engineering from IIT Delhi and have completed courses in machine learning and deep learning from Udemy and Coursera.
I am passionate about leveraging AI for impactful solutions, as seen in my projects like the Medical Encyclopedia QA System and the BioTech Drug Analysis AI Agent. These projects showcase my ability to integrate advanced models and frameworks to deliver innovative solutions.
Experience
Work history, roles, and key accomplishments
Senior Analyst, Data Science
American Express
Apr 2021 - Present (4 years 3 months)
Specialized in driving company growth through data science based strategic expansion and customer retention initiatives. Developed ML models for personalized merchant recommendations and predictive analytics to enhance customer retention and engagement.
Machine Learning Engineer
Sustlabs
Oct 2020 - Mar 2021 (5 months)
End-to-End development of Machine Learning models to predict household electrical energy usage. Implemented deep learning techniques and created data ingestion pipelines for real-time data processing.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Technology, Delhi
Bachelor of Technology, Production & Industrial Engineering
2016 - 2020
Completed a Bachelor of Technology in Production & Industrial Engineering, focusing on the integration of production processes and industrial systems to optimize efficiency and productivity.
Availability
Location
Authorized to work in
Job categories
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