Head of Data
2020 - PRESENTRemedy Applications, LLC- Designed and architected HIPAA-compliant data warehouse for data ingestion, aggregation, data consistency, and reporting.
- Implemented a data visualization tool, Amazon QuickSight, to deliver KPIs across the business.
- Oversaw the implementation of the data dictionary and data definitions for the company-wide alignment of business processes and development.
Technologies: Amazon Web Services (AWS), Python 3Senior Data Scientist | Founder
2015 - 2020Cerebri AI, Inc.- Architected a machine learning operations framework to govern and orchestrate models in production, focusing on quality monitoring, standards for deployment, model performance, and model bias and fairness.
- Led a team of data scientists to implement auto loan adjudication models for a leading Canadian bank (top five in Canada), increasing the bank's loan book by CAD$1 billion and gross revenue by CAD$40 million.
- Designed and successfully launched social services mobile application to help community members navigate the complex health and human services system in central Texas.
Technologies: Keras, NLTK, Pandas, NumPy, SciPy, Scikit-learn, Apache Airflow, Spark, Scala, Python 3
Thejas Prasad
Team Management Developer in Austin, TX, United States
Member since December 15, 2020
Thejas is named one of the best young entrepreneurs on the Austin Inno's 25 Under 25 list. He has over five years of experience building a successful AI startup with Series A funding and a proven ability to successfully lead and deliver data science projects and products. Thejas is also experienced in full-stack, from building data engineering pipelines to using machine learning to deliver actionable insights and increased revenue for Fortune 100 business.
Thejas is now available for hire
Portfolio
- Remedy Applications, LLCAmazon Web Services (AWS), Python 3
- Cerebri AI, Inc.Keras, NLTK, Pandas, NumPy, SciPy, Scikit-learn, Apache Airflow, Spark, Scala...
Experience
- Python 3 6 years
- Agile 5 years
- Team Management 5 years
- Amazon Web Services (AWS) 5 years
- Linux 5 years
- Azure 3 years
- Product Management 3 years
- Spark 2 years
Availability
Part-time
Preferred Environment
Amazon Web Services (AWS), Azure, Windows, MacOS, Linux, Python 3
The most amazing...
...team of data scientists I've led implemented a loan adjudication model that increased the bank's loan book by CAD$1 billion and gross revenue by CAD$40 million.
Employment
Experience
- Quarterly GDP Prediction
Built a Python machine learning pipeline that had seven stages of transformations from feature engineering, feature selection, feature reduction to modeling, scoring, and explainability. The output was a machine learning model that predicted the gross GDP per quarter as backcast (previous quarter), forecast (next quarter), and nowcast (current quarter).
Skills
Languages
Python, Python 3, SQL, Scala, JavaScriptLibraries/APIs
Pandas, Scikit-learn, SciPy, NumPy, OpenCV, NLTK, KerasParadigms
Data Science, Agile, ETL, Business Intelligence (BI)Other
Agile Data Science, Financial Data Analytics, Team Management, Product Management, Data Analytics, Statistical Modeling, Statistics, Data AnalysisPlatforms
Linux, MacOS, Windows, Azure, Amazon Web Services (AWS)Storage
PostgreSQL, MySQLFrameworks
SparkTools
IBM Watson, Apache Airflow
Education
- Bachelor's Degree in Electrical Engineering2011 - 2015The University of Texas at Austin - Austin, Texas
