Vaidik Patel
Surat
Summary
A highly skilled and experienced Machine Learning Engineer, confident developing cutting-edge AI solutions in any industry. Possesses strong skills in statistical analysis, data mining, and predictive modelling, and highly proficient in Python. Experienced in data visualisation and storytelling, can communicate complex data analysis in a clear and concise manner to technical and non-technical stakeholders Detail-oriented team player with strong organisational skills. Ability to handle multiple projects simultaneously with a high degree of accuracy.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Data Science/Data Engineer Intern
TerraviewOS
07.2022 - Current
- Designed and deployed ETL pipelines using Benthos and SQL, integrating 4 different primary sources of raw climate data
- Surveyed literature to enhance existing yield estimation models by identifying new features.
- Responsible for back-end bug fixes in python.
Summer Intern Researcher
BISAG
06.2019 - 07.2019
- Collaborated with data scientist at BISAG to analyse and compare various ML models and
- Used PCA as pre-processing step and to obtain Eigenfaces and used them as input images to ANN with backpropagation.
- Also developed skills for documentation skills.
Education
M.Tech - Information Technology
Dhirubhai Ambani Institute of Information And Communication Technology(DA-IICT
Gandhinagar07.2022
B.tech - Information And Communication Technology
Pandit Deendayal Petroleum University
Gandhinagar07.2020
Skills
- Python - Basic and Advanced Knowldege of python, experience in Numpy,Pandas, Sklearn, Tensorflow, OpenCV, Seaborn libraries
- Machine Learning
- SQL
- GIT
- ETL
- Benthos
- Deep Learning
- Strong Fundamental knowledge of DSA in python
- Communication skills
- Team Player
- Adaptable to learning new tools and techniques
Certification
- Tensorflow Certification by DeepLearning.ai
- NPTEL Python Certification - A Grade
Projects
Thesis - Super-resolution of Covid-19 CT images | September 2021 - June 2022
- Performed Super-resolution of lung CT images using U-Net and compared the results of two pre-processing methodologies. Studied shortcomings of existing evaluation strategy and proposed new novel methods for the same.
Gesture Recognition System | January 2020 - August 2020
- Developed ANNs that can classify different hand gestures using Python, OpenCV and Sklearn.
Cross Domain Recommender System | August 2020 - December 2020
- Deployed a system that can make recommendations in a target domain based on knowledge from a source domain.
Also Developed several other projects as part of my curriculum during my B.tech and M.tech.
Languages
English
Advanced (C1)
Hindi
Advanced (C1)
Gujarati
Bilingual or Proficient (C2)
Timeline
Data Science/Data Engineer Intern
TerraviewOS
07.2022 - Current
Summer Intern Researcher
BISAG
06.2019 - 07.2019
M.Tech - Information Technology
Dhirubhai Ambani Institute of Information And Communication Technology(DA-IICT
B.tech - Information And Communication Technology
Pandit Deendayal Petroleum University
- Tensorflow Certification by DeepLearning.ai
- NPTEL Python Certification - A Grade
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