Purushotham Goud Mogulla
Hayward,CA
Summary
Strategic Machine Learning Engineer versed in distilling and analyzing large data sets. Develops and delivers presentations detailing data findings. Articulate and collaborative with expertise in algorithm design and data collection. Over the past 2.5 years, I've honed my skills in transforming raw data into actionable insights and have contributed significantly to data-driven decision-making processes.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Data Science Intern
Tenet Healthcare
Dallas, Texas
02.2023 - 07.2023
- Implemented predictive models to forecast patient admissions, allowing hospitals to allocate resources more efficiently and improve patient care
- Analyzed patient data to identify trends, patterns, and risk factors that can impact patient outcomes
- Executed NLP models to extract valuable insights from unstructured clinical notes and electronic health records (EHRs)
- Optimized the supply chain for medical equipment and pharmaceuticals using Machine Learning algorithms and Linear Programming to ensure timely availability and cost efficiency
- Programmed models to assess the quality of care provided at different healthcare facilities within the organization, helping to identify areas for improvement.
Machine Learning Engineer
Genpact India Pvt Ltd.
Bangalore, India
01.2019 - 01.2021
- Spearheaded Proof of Concepts (POCs), took ownership of full-scale business challenges, crafted ML predictive models, and managed deployment
- Proficiently handled Data Preparation, Feature Engineering & Selection, Training, Evaluation, Cross-Validation, Hyperparameter tuning and related tasks
- Optimized GPU utilization on designated hardware for model training, testing, and scoring, employing CatBoost, Xgboost, and other ML algorithms
- Conducted meticulous code reviews, debugging, comprehensive end-to-end testing, adhered to top-notch engineering practices, streamlined production implementation, and automated processes
- Exploited Virtual Machine Servers (akin to Docker containers) for seamless ML model deployment and automation
- Designed and implemented an Error Propensity ML classification model to efficiently identify high-error claims and enhance claim audit processes
- Improved the Accuracy of the RandomforestClassifier model with huge real-time dataset of Racing Company from 78% to 86% using Bayesian Optimization
- Completed an Exploratory Data Analysis on Covid Data using Python(Pandas &NumPy) and Tableau.
Education
M.D. - Computer Science
California State University East Bay
Hayward, CA02-2023
Bachelor of Science in Computer Science -
NIIT University
01.2019
Skills
- Python (Numpy, Pandas, Scikit Learn, Scipy, Matplotlib, TensorFlow)
- R
- SAS
- JIRA
- Microsoft Project
- Deep Learning
- Natural Language Processing (NLP)
- Computer vision
- Machine Learning
- Microsoft SQL Server
- Simulation Modeling
- SQL
Certification
- Google Certified Data Analyst
- Machine Learning with Python
- SAS Essentials
- SQL for Data Science
Timeline
Data Science Intern
Tenet Healthcare
02.2023 - 07.2023
Machine Learning Engineer
Genpact India Pvt Ltd.
01.2019 - 01.2021
M.D. - Computer Science
California State University East Bay
Bachelor of Science in Computer Science -
NIIT University
Similar Profiles
ANNETTE HICKSANNETTE HICKS
Regional Corporate Inpatient Coding Manager at Tenet HealthcareRegional Corporate Inpatient Coding Manager at Tenet Healthcare
Rafael UzcateguiRafael Uzcategui
Clinical Documentation Specialist II at Tenet HealthcareClinical Documentation Specialist II at Tenet Healthcare
Katrina JacksonKatrina Jackson
Hospital Compliance Officer at Tenet HealthcareHospital Compliance Officer at Tenet Healthcare