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
2022.03 - 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
2020.08 - 2022.03
- 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
2019.05 - 2019.07
- 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
2018.05 - 2018.07
- 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
2017.12 - 2018.01
- 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 2021.08 - 2023.03
Bachelor of Technology - Computer Science
National Institute of Technology
2016.08 - 2020.05
Skills
Python
Timeline
Data Science Researcher
Indian School of Business, ISB
2022.03 - Current
Master of Science - Analytics
Georgia Institute of Technology
2021.08 - 2023.03
Software Development Engineer
Adobe Systems
2020.08 - 2022.03
Artificial Intelligence Research Intern
Adobe Systems
2019.05 - 2019.07
Artificial Intelligence Research Intern
Fission Computer Labs
2018.05 - 2018.07
Artificial Intelligence Research Intern
Revalsys Technologies
2017.12 - 2018.01
Bachelor of Technology - Computer Science
National Institute of Technology
2016.08 - 2020.05
Work Availability
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