SAI NIKHILA MUNIPALLE
Data Scientist
Hyderabad
Summary
Detail-focused Data Science with expertise in machine learning, data visualization and python programming. Proven to understand business requirements and translate into actionable project plans. Dedicated and hard-working with passion for Big Data.
Overview
3
3
years of professional experience
6
6
years of post-secondary education
Work History
Data Science Researcher
Indian School of Business, ISB
Hyderabad
03.2022 - Current
- Mentored a team and developed a highly accurate NLP bagged neural network model (98.99% accuracy) for skill extraction from job postings.
- Conducted impactful analysis on the pandemic's impact on US job postings (250M jobs) through exploratory data analysis.
- Improved model training performance by implementing big data technologies like Hadoop and pySpark.
Software Development Engineer
Adobe Systems
Bengaluru
08.2020 - 03.2022
- Achieved a 2% increase in total revenue and 15% reduction in targeting costs by developing a research bagged machine learning workflow.
- Streamlined the Anti-Piracy CC Analytics Dashboard by automating the end-to-end data pipeline, eliminating the need for manual updates and reducing data refresh latency by 28%.
Artificial Intelligence Research Intern
Adobe Systems
Bengaluru
05.2019 - 07.2019
- Cognitive Aware Responsive Experience Generation using User-Web Interactions: Bagged an approved US patent- P10094-US with my research on responsive user experience generation.
- Designed and implemented a Bi-LSTM time series model that predicts user cognitive skills based on his interactions with a website, which is further used in improving his browsing experience.
Artificial Intelligence Research Intern
Fission Computer Labs
Hyderabad
05.2018 - 07.2018
- Minutes of Meeting Generation using Speech Recognition: Researched on multiple algorithms(Markov model, deep neural network architecture, Gaussian model, etc) for speech recognition and signal processing to generate minutes of meeting from the meeting recording.
Artificial Intelligence Research Intern
Revalsys Technologies
Hyderabad
12.2017 - 01.2018
- Predictive Analysis for Loan Applicants using Demographic and Financial Data: Designed a plan recommendation system for loan applicants based on their demographic and financial data.
Education
Master of Science - Analytics
Georgia Institute of Technology
Atlanta, US 08.2021 - 03.2023
Bachelor of Technology - Computer Science
National Institute of Technology
08.2016 - 05.2020
Skills
Python
Timeline
Data Science Researcher
Indian School of Business, ISB
03.2022 - Current
Master of Science - Analytics
Georgia Institute of Technology
08.2021 - 03.2023
Software Development Engineer
Adobe Systems
08.2020 - 03.2022
Artificial Intelligence Research Intern
Adobe Systems
05.2019 - 07.2019
Artificial Intelligence Research Intern
Fission Computer Labs
05.2018 - 07.2018
Artificial Intelligence Research Intern
Revalsys Technologies
12.2017 - 01.2018
Bachelor of Technology - Computer Science
National Institute of Technology
08.2016 - 05.2020
Work Availability
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