Amulya Vinod Badal
NLP Data Scientist | Machine Learning Engineering
Updated 6 months ago
16+
Years Experience
7
Roles
39
Skills
2
Education
About
At Magnifi by TIFIN, my role as an NLP Data Scientist harnessed the power of machine learning to revolutionize financial technology. With a focus on natural language processing, I leveraged my expertise to develop a financial assistant chatbot that enhanced user experiences and facilitated smarter investment decisions. Prior to that, I worked on Convolutional Neural Networks, intermediate pandas and numpy, and also have background in customer journey management, SQL and Data visualization. I am currently looking for Machine Learning opportunities in San Francisco/Bay area. Technology Proficiency -- LANGUAGES AND DATABASES: Python, SQL, MySQL, SQL Server, Postgres DATA SCIENCE AND ML TOOLS: Rasa, Langchain, GPT-3, Prompt Engineering, PyTorch, Pandas, Numpy, Sci-kit Learn Articles : https://amulyabadal.medium.com/content-aware-image-resizing-using-deep-learning-bdddd6a50aab https://medium.com/datadriveninvestor/auto-model-tuning-for-keras-on-amazon-sagemaker-plant-seedling-dataset-7b591334501e https://medium.com/datadriveninvestor/cnns-for-newbies-from-a-newbie-93457e34d536 https://medium.com/@amulyabadal/find-if-a-room-is-occupied-or-not-with-machine-learning-multivariate-time-series-classification-9c08673e0236
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Experience (7 roles)
2 roles · Oct 2022 - Jan 2024
NLP Data Scientist
NLP Data Science Intern
Machine Learning Engineer Intern
• Developed various scalable CNN based segmentation architectures such as U-Net to achieve 0.97 F1 score on 50K image dataset in PyTorch and Tensorflow. • Built data processing workflow for medical images • Explored the use of Transformer-XL based architecture for medical report summarizat...
Technical Analyst
Kitewheel is the world’s only cloud-based Customer Journey Hub designed exclusively for marketing agencies. Our mission is to provide world-leading technology to help our partners orchestrate intelligent customer journeys for their brand clients. Kitewheel has more than 25 of the world’s leading mar...
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Education (2)
Springboard
Referral link to get $750 off of your course - https://www.springboard.com/invite/8OA6W Capstone Project – Reducing size of the image by removing trivial pixels - Built an end-to-end computer vision application that reduces the size of the image to a particular size - Explored self-supervised learning, image augmentation and object detection for preprocessing the data - Working on improving the model and adding new features - Link to the blog and Demo - https://amulyabadal.medium.com/content-aware-image-resizing-using-deep-learning-bdddd6a50aab Content aware image resizing using Deep Learning
University of San Francisco
Skills (39)
Certifications (1)▼
Machine Learning Engineering
Springboard
Languages (2)▼
Volunteer Experience (2)▼
Operations Team Member
Back to School, CTS - Kochi
Apr 2012 - Dec 2012 · 9 mos
Event Manager
iNK - Innovation@Kochi
Feb 2012 - Dec 2012 · 11 mos
Honors & Awards (2)▼
Applaude de Accomplice
Issued by Cognizant Technology Solutions · Dec 2011
Associated with Cognizant Technology Solutions
Course Completion - CCNA
Issued by Cisco · Aug 2009
Associated with AMRITA VISHWA VIDYAPEETHAM
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