PUNITH REDDY
@punithreddy
Data Scientist at ROCK TECHNOLOGIES PRIVATE LIMITED
Hyderabad
Experienced data analyst and scientist with over 2 years of experience in providing predictive modeling for multinational companies and start-ups. Expertise includes machine learning, deep learning, and big data, with a focus on building end-to-end ML pipelines and drift management applications. Proficient in Python, Flask, and various data science libraries like Numpy, Pandas, and Sklearn.
Experience
Data Scientist
ROCK TECHNOLOGIES PRIVATE LIMITED
Worked in building drift management application where continuous monitoring for ML models at all stages of the ML lifecycle. Utilized key performance indicators (KPIs) to calculate and detect drift in models, ensuring ongoing model performance and reliability. Conducted analysis on Concept drift and used methods involving time-series data. Improved model accuracy by 15% through concept drift analysis and timely model updates. Developed metrices to calculate Object detection and Image segmentation models. Research and analysis for generative Ai techniques using OpenAI. Proficient in Continuous Integration/Continuous Deployment (CI/CD) practices using Azure Devops. Experienced in developing microservices based architecture leveraging REST APIs.
Junior Data Scientist
ROCK TECHNOLOGIES PRIVATE LIMITED
Analyzed MTA subway data and New York City census data to determine traffic flows and demographic patterns of New York City. Used Beautiful Soup to scrape publicly available movie data. Used sci-kit learn, ran linear regression, and built a model of box office performance. Setup SQL database on a cloud server, storing client's data for query analysis. Used machine learning algorithms to build a model able to predict which clients to engage based on a variety of client, macro, and campaign-specific characteristic.
Education
JBREC
Bachelor of Technology
Hyderabad, India