Dayesh Raval
Rochester,NY
Summary
Machine Learning Engineer with a strong academic background in computer science and mathematics, bringing hands-on experience in machine learning projects. Proficient in supervised and unsupervised learning techniques, neural networks, and deep learning frameworks like Keras and PyTorch. Demonstrated ability to handle large datasets and implement scalable machine learning solutions. Seeking to apply expertise in model development, data analysis, and algorithm optimization within a dynamic tech environment.
Overview
1
1
year of professional experience
Work History
Project Intern
SIGMA Sustainability LTD
Singapore
07.2023 - 02.2024
- Utilized IAQ sensor data and integrated weather connectors to estimate outside and chiller energy consumption by analyzing variance between indoor and outdoor temperatures using uHoo sensors.
- Developed visual representations of energy consumption per occupant using Lucy Canvas, alongside constructing a revenue model for sustainable energy management.
- Achieved greater levels of energy conservation and enhanced comfort within a commercial tower
Data Science Intern
Aunalytics
Indiana, USA
08.2023 - 10.2023
- Utilized various deep learning frameworks to design and implement an MVP open-source software for recognizing license plate numbers.
- Achieved an upsurge in model precision by performing image transformations and implementing various libraries like EasyOCR and YOLOv8.
- Comprehensive documentation was generated to depict findings, followed by publishing a detailed White Paper, which contains the methodologies used and results achieved.
Machine Learning Intern
KORE Wireless
Atlanta, USA
07.2023 - 09.2023
- Developed and deployed Isolation Forest Algorithm to detect anomalies in NetFlow data in real time.
- Calculated usage thresholds per SIM number, stored them in a distributed cache (Redis) and utilized IoT Analytics' Rule Engine.
- Checked for threshold violations, enabling prompt identification of violations and subsequent actions on NetFlow data streams.
Education
Master of Science - Data Science
Rochester Institute of Technology
Rochester, NYB.Tech. Computer Science And Engineering With Specialization in Artificial Intelligence And Machine -
VIT Bhopal University
Bhopal, India05.2024
12th Std (HSC Board) -
Thakur Vidya Mandir - Junior College
Mumbai, India05.2020
Skills
- Python
- Java
- Scikit-learn
- Regression & Classification
- Exploratory Data Analysis
- SQL
- Tableau
- Pandas
- Numpy
- Matplotlib
- Seaborn
- Keras
- TensorFlow
- MATLAB
Languages
English
Professional
Gujarati
Professional
Hindi
Professional
Timeline
Data Science Intern
Aunalytics
08.2023 - 10.2023
Project Intern
SIGMA Sustainability LTD
07.2023 - 02.2024
Machine Learning Intern
KORE Wireless
07.2023 - 09.2023
Master of Science - Data Science
Rochester Institute of Technology
B.Tech. Computer Science And Engineering With Specialization in Artificial Intelligence And Machine -
VIT Bhopal University
12th Std (HSC Board) -
Thakur Vidya Mandir - Junior College
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