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# Gowtham Ganta

**Headline:** Research Assistant
**Profession:** Research Assistant
**Location:** &lt;UNKNOWN&gt;, &lt;UNKNOWN&gt;, &lt;UNKNOWN&gt;

## About

Gowtham Ganta is a Research Assistant at the University of North Texas, where he works on machine learning projects and is building stock\-price prediction models using regression techniques with the aim of academic publication\. Gowtham specializes in developing machine learning systems from scratch through production deployment and can own the full ML project lifecycle, from initial development to deployment\. His strongest areas include feature engineering, selecting regression models suited to specific use cases, and tuning those models to improve performance\. He brings a customer\-focused approach to model selection for stock\-related decisions and can clearly defend technical choices through feature\-engineering work\. Previously, Gowtham worked as a Data Engineer at Barclays\. He also has a bachelor’s background that includes software engineering and automation experience, alongside a master’s degree in data science from the University of North Texas\.

## Highlights

- Serves as a Research Assistant at the University of North Texas, working on machine learning projects\.
- Builds stock\-price prediction models using regression techniques, with the goal of academic publication\.
- Owns the full machine learning project lifecycle, from initial development through production deployment\.
- Specializes in building machine learning models from scratch and deploying them to production\.
- Uses feature engineering as a primary method for improving model performance\.
- Selects and tunes regression models for specific use cases\.
- Worked as a Data Engineer at Barclays\.
- Earned a bachelor’s degree and developed experience in software engineering and automation\.
- Has completed or is completing a master’s degree in data science at the University of North Texas\.

## Experience

- **Research Assistant at University of North Texas** (2025\-12\-01–present)
- **Data Engineer at Barclays** (2022\-08\-01–2024\-12\-01)

## Education

- Master's degree, Data science — University of North Texas (2025\-01\-01–2026\-01\-01)

## FAQ

### What does Gowtham do?

Gowtham is a Research Assistant at the University of North Texas\. He works on machine learning projects and is currently developing stock\-price prediction models using regression techniques\.

### What research is Gowtham conducting at the University of North Texas?

Gowtham is building stock\-price prediction models with regression techniques and is aiming to publish this work academically\.

### What are Gowtham's machine learning strengths?

Gowtham can own the full machine learning project lifecycle, from initial development through production deployment\. He specializes in building machine learning models from scratch and taking them to production\.

### How does Gowtham improve and tune machine learning models?

Feature engineering is Gowtham's primary approach to improving model performance\. He also selects appropriate regression models and tunes them for the needs of specific use cases\.

### Where has Gowtham worked?

Gowtham has worked as a Data Engineer at Barclays\.

### What is Gowtham's education?

Gowtham has a master’s degree in data science from the University of North Texas\. The record also notes that he has completed or is completing this master’s degree\.

### What technical background does Gowtham bring to machine learning?

Gowtham has a bachelor’s degree and experience in software engineering and automation, which complement his machine learning work\.

### How does Gowtham approach model selection for stock decisions?

Gowtham applies a customer\-focused approach to selecting models for stock\-related decisions and supports his technical decisions through feature\-engineering work\.

## Links

- LinkedIn: https://www\.linkedin\.com/in/gowtham\-ganta\-8384b2222

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