Debashish Saha
Hollis,United States
Summary
I specialize in the intersection of software development and machine learning. My primary focus lies in developing optimized machine learning models for image recognition and natural language processing applications. With a passion for research and innovation, I have authored papers on Machine Learning framework design and the lifecycle management of models. Beyond academia, I am an inventor with multiple patents filed with the USPTO pushing the boundaries of technology and driving impactful solutions in the ever-evolving landscape of artificial intelligence.
Overview
7
7
years of professional experience
1
1
Certification
Work History
Advisory Software Enginner
IBM
02.2019 - Current
- Played a key role in the development and implementation of IBM Watson Orchestrate which includes adding ML capabilities for skill recommendation, creating a highly scalable API to handle large number of requests and maintaining a secure and scalable database to store sensitive data
Associate Software Engineer
IBM
04.2017 - 02.2019
- Designed and developed software system called NeuNets with a stateless microservice architecture for an Automated Deep Neural Network model synthesis using Tensorflow and Keras and optimization capability, for the IBM Watson Machine Learning Studio
- Created a research concept focused on predicting performance of supervised ML models to detect and alleviate performance drift in production Machine Learning systems and to detect bias in model.
Education
Bachelor in Computer Science -
Queens College
New York, United States01.2017
Accomplishments
NeuNetS: An Automated Synthesis Engine for Neural Network Design (https://arxiv.org/abs/1901.06261)
Certification
- Elastic Execution of Machine Learning Workloads Using Application Based Profiling (Granted US20210191759A1)
- Creating optimized machine-learning models (Filed US20200184380A1)
- Detection of failure conditions and restoration of deployed models in a computing environment (Granted US11294759B2)
- Configurable and scalable machine learning model lifecycle operator (Filed US20230196178A1)
Timeline
Advisory Software Enginner
IBM
02.2019 - Current
Associate Software Engineer
IBM
04.2017 - 02.2019
Bachelor in Computer Science -
Queens College
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