👋 Hi, I'm Advaith Venkatsubramanian.
About
I am pursuing my Master's in Computer Science at Arizona State University. I have 3 years of work experience in the AI, Data Science and Analytics domain.
- Languages and Libraries: C, C++, Python, HTML/CSS, Pandas, Scikit-learn, Go, R, ReactJS, SQL
- Frameworks: TensorFlow, Flask, Apache Spark, PyTorch, Hadoop
- Data Visualization: Tableau, Power BI, Matplotlib, Seaborn, Plotly
- Industry Tools and Technologies: Linux, AWS (EC2, S3, Textract), Azure, Git, PostgreSQL, Office 365, Dataiku, Docker
Professional Experience
Software Development Analyst
- Currently working for the ASU Social Embeddedness Network along with Collaboratory.
March 2025 - Present | Tempe, AZ, USA
Data Scientist
- Constructed a Machine Learning predictive model capable of predicting prices of locomotive parts with an accuracy of ~87% by leveraging Python, H20 framework and data preprocessing principles.
- Led the development of an Optical Character Recognition (OCR) application to automatically read data from inspection sheets. Reduced time taken to manually digitize data by ~30%. Built using AWS Textract, Python, Postgres, Flask and AWS EC2.
October 2023 - August 2024 | Bengaluru, India
Data Engineering Specialist
- Implemented an OCR pipeline to read files from an FTP server, perform character recognition on documents and generate configuration files based on document type. Helped to cut down on third party vendor costs.
- Crafted an operations chatbot capable of helping users find links to applications, policies and documents. Instrumental in making all resources available via a single point of reference.
July 2021 - September 2023 | Bengaluru, India
Intern
- Created an operations chatbot using Microsoft Bot Framework capable of incident management, helping users in troubleshooting issues and service request management on ServiceNow.
- Leveraged Fuzzy Matching and Cosine Similarity to group together similar customers on several attributes from a dataset of ~120k records. Helped in reducing redundancy and processing time.
January 2021 - July 2021 | Bengaluru, India
Intern
- Designed an interactive chatbot with principles of Natural Language Processing (NLP), Rasa NLU and the Rasa Core framework.
May 2019 - July 2019 | Mumbai, India
Projects
Identification of Age-Related Conditions
Accomplishments
- Tools: Python, TensorFlow, Jupyter Notebook
- Developed a model to predict whether a person is suffering from a particular health condition or not. Data consists of measurements of various health characteristics. Achieved accuracy of 93%.
Game Catalog Application
Accomplishments
- Tools: ReactJS, HTML, CSS, Vite
- Created an interactive application to browse and view an extensive catalog of games. Added search functionality to filter out games. Developed used.
Hewlett Packard Enterprise In-Semester Project
Accomplishments
- Tools: Python, Natural Language Processing, Rasa Core, Rasa NLU, SQL
- Led the in-semester team project conducted by HPE where we formed an interactive chatbot to help users troubleshoot issues with HPE devices, get access to product manuals or trigger automatic emails to customer care.
Skills
Languages
Python
HTML
CSS
SQL
C++
Shell Scripting
Libraries
NumPy
Pandas
OpenCV
scikit-learn
matplotlib
Frameworks
Apache Spark
Flask
Keras
TensorFlow
PyTorch
Industry Technologies
Git
AWS
Azure
Docker
Education
Tempe, USA
Degree: Master of Science in Computer Science
CGPA: 4.0/4.0
- Data Processing at Scale
- Data Mining
- Foundations of Algorithms
- Foundations of Machine Learning
- Information Assurance and Security
Relevant Courseworks:
Manipal Academy of Higher Education
Manipal, India
Degree: Bachelor of Technology in Computer and Communication
CGPA: 8.08/10.00
- Data Structures and Algorithms
- Database Management Systems
- Operating Systems
- Machine Learning
- Computer Vision
Relevant Courseworks: