Riya Sadrani
Bengaluru
Summary
Skilled and Well versed Machine Learning Researcher having more than 2 years of experience in Computer Vision and Life Sciences.
Passionate about pursuing Career in AI/ML.
Overview
3
3
years of professional experience
Work History
Researcher - Computer Vision
Tata Consultancy Services
Bengaluru
09.2022 - Current
- Working on a Research project to Synthesize Anomalous Images in terms of Surface Defects as part of Inspection and Quality Analysis domain in Computer Vision. A sub problem that comes with it is related to Low Data Regime as a very Limited Data related to Defects is publicly available.
Researcher - Life Sciences
Tata Consultancy Services
Hyderabad
09.2020 - 08.2022
- Implemented a complete Research Project "A Machine Learning framework for Small Molecule-Induced Gene Expression Prediction and it's application for Screening Anti-Cancer Natural Proucts"
M.Tech Thesis - Bayesian Networks
DAIICT
Gandhinagar
07.2019 - 06.2020
- In traditional neural networks, we have fixed weights and biases that determine how input is transformed into an output. In a Bayesian Neural Network (BNN), all weights and biases have a probability distribution attached to them. So, Theoretically we can have infinite NNs instead of one in only one architecture.
Teaching Assistant
DAIICT
07.2018 - 06.2020
- Conducted practical sessions, lectures and tutorials for Undergrad students during my M.Tech at my institute
Education
Master of Technology - Machine Learning
Dhirubhai Ambani Institute of Information Tech
Gandhinagar, Gujarat09.2020
Bachelor of Engineering - Computer Science
B.H.Gardi College of Engineering And Technology
Rajkot, Gujarat07.2018
Skills
- Machine Learning
- Computer Vision
- Data Science
- Research and Development
- Detailed Literature Survey
- Python
- Mathematics
- Relationship Building
- Communication
Affiliations
- IP Creation Award - Issued by Corporate Research and Innovation Team, TCS for successful filing of Patent
- Course on Deep Learning for Computer Vision - Dr. Vineeth Balasubramanian from IIT Hyderabad in collaboration with NPTEL
- Course on Artificial intelligence and Deep Learning - Certified Workshop on AI/DL by Bennet University in collaboration with Nvidia
Languages
Gujarati
First Language
English
Advanced
C1
Hindi
Advanced
C1
Timeline
Researcher - Computer Vision
Tata Consultancy Services
09.2022 - Current
Researcher - Life Sciences
Tata Consultancy Services
09.2020 - 08.2022
M.Tech Thesis - Bayesian Networks
DAIICT
07.2019 - 06.2020
Teaching Assistant
DAIICT
07.2018 - 06.2020
Master of Technology - Machine Learning
Dhirubhai Ambani Institute of Information Tech
Bachelor of Engineering - Computer Science
B.H.Gardi College of Engineering And Technology
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