Gnanadeep Manduva
Arlington,TX
Summary
Adaptable and analytical with strong foundation in statistical analysis and machine learning. Demonstrates strong analytical, communication, and teamwork skills, with proven ability to quickly adapt to new environments. Eager to contribute to team success and further develop professional skills.
Overview
1
1
Certification
Work History
AI Intern
TATA ELXSI Limited
01.2023 - 06.2023
- Developed Smart In-Cabin Metro Solutions using Python and Adobe tools for 3D object visualization and interface design
- Deployed Generative AI models with TensorFlow for scalable, real-world metro surveillance applications
- Implemented Machine Learning and Deep Learning algorithms to detect prohibited objects in metro rail camera footage, enhancing passenger safety and surveillance
- Achieved an 11% improvement in object detection accuracy, reducing false positives and enhancing safety monitoring
- Collaborated with 3+ cross-functional teams to improve object detection accuracy and reduce false positives
Education
Master of Science - Data Science
The University of Texas At Arlington
Arlington, TX05-2025
Skills
- Python
- SQL
- Scala
- JavaScript
- TensorFlow
- PyTorch
- Keras
- Scikit-learn
- Generative Adversarial Networks (GANs)
- Few-Shot Learning
- Computer Vision
- Natural Language Processing (NLP)
- Model Fine-Tuning
- Apache Spark
- Hadoop
- Data Pipelines
- Data Wrangling
- AWS
- Cloud Deployments
- Model Building & Deployment
- Power BI
- Tableau
- Data Visualization
- Predictive Analytics
- Statistical Modelling
- MLOps
- Git
- Jupyter
- Google Colab
- VS Code
- MySQL
- Data analytics
- Python programming
- Big data processing
Publications
Facial Feature Extraction and Emotional Analysis using Machine Learning. Link
Certification
- Certified in Sql, Python programming languages.
- Certified in Data Visualization techniques.
Timeline
AI Intern
TATA ELXSI Limited
01.2023 - 06.2023
Master of Science - Data Science
The University of Texas At Arlington
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