AYUSH BHATIA
Seattle,WA
Summary
Results-oriented Software Engineer with a strong background in designing and implementing machine learning algorithms and data-driven solutions. Proven expertise in developing scalable and efficient software applications, coupled with a deep understanding of data science principles. Adept at collaborating with cross-functional teams to solve complex problems and deliver innovative solutions. Passionate about leveraging cutting-edge technologies to drive advancements in machine learning, artificial intelligence, and data analytics. Seeking a challenging role in a dynamic organization where I can apply my skills to contribute to impactful projects and further enhance my expertise in the field.
Overview
6
6
years of professional experience
1
1
Certification
Work History
Software Development Engineer in ML
Amazon Services LLC
Seattle, WA
06.2021 - Current
- Added different features like Customer Interest engagement and Similarity embeddings in existing ML model. Performed model training, model performance evaluation and increased the time spent on the shopping page by 1.7%
- Generated automated feature selection algorithm solution using Facebook's Ax-platform in Sagemaker for existing ML model, which helped improved overall performance of model by approximately 10%
- Implemented parallel context processing, which reduced the model latency by 50ms
- Implemented Spark SQL Queries to process the time spent data offline in EMR in order to understand data quality
- Enhanced the team's Operational excellence by incorporating automated dashboards and metrics, which helped track alarms efficiently
Research Assistant
O’Neill School of Public and Environmental Affairs
Bloomington, IN
06.2020 - 12.2020
- Utilized SQL queries in R to extract HEALTHJUMP and SYMPHONY data from Snowflake server and perform data wrangling on patient’s data containing 500 million records
- Created ‘policy’ dataset which contains medical shutdown, reopen, stay at home dates for all 50 states and then plotted bar chart , which shows comparison of frequency of days for variables(shutdown, reopen, etc.) during months Mar, April and May
Data Science Intern
MibolSillo Financial Technologies
Bloomington, IN
06.2020 - 08.2020
- Built Tableau dashboard to visualize credit card spending trends of different user groups
- Compared essential/non-essential expenses of each user and concluded that 21 out of 29 users spent more on Essential items during pandemic
- Clustered users on basis of financial health(high, medium and low) and found out that indicator - “credit card balance at end of month” is most correlated to user’s financial health index.
Application Development Analyst
Accenture Services Pvt. Ltd
09.2017 - 06.2019
- Worked for IHG Project (Intercontinental Hotels Group) under Test Automation Team
- Developed and maintained test scripts using Automation tools like Selenium and TOSCA.
Education
Master of Science - Data Science
Indiana University Bloomington
Bloomington, INBachelor’s in Technology - Computer Science
Maharaja Agrasen Institute of Technology
New, DelhiSkills
- Machine Learning: Pandas, Numpy, Keras, Tensorflow, Pyspark, sklearn
- Data Analysis/Visualization: R, SQL, Python, MatplotLib, Scala, Hadoop
- Software Development/Testing: Java, Ruby, Unit Testing, Automation Testing, Selenium, JSON, Github
- Cloud Technologies: AWS - EC2, EMR, S3, IAM, Sagemaker, Kabana Dashboard
- Applications/IDEs: PostGRESQL, IntelliJ, Spyder, Jupyter, Tableau, PowerBI
Certification
- Neural Networks and Deep Learning
- Google Cloud Platform (GCP) Fundamentals for Beginners
- The Complete SQL Bootcamp: Go from Zero to Hero
Timeline
Software Development Engineer in ML
Amazon Services LLC
06.2021 - Current
Research Assistant
O’Neill School of Public and Environmental Affairs
06.2020 - 12.2020
Data Science Intern
MibolSillo Financial Technologies
06.2020 - 08.2020
Application Development Analyst
Accenture Services Pvt. Ltd
09.2017 - 06.2019
Master of Science - Data Science
Indiana University Bloomington
Bachelor’s in Technology - Computer Science
Maharaja Agrasen Institute of Technology