Sambit Paul
Senior Data Scientist/ AI Developer at PneumoWave- Claim this Profile
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English Native or bilingual proficiency
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Bengali Native or bilingual proficiency
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Hindi Full professional proficiency
Topline Score
Bio
Pavlos Andreadis
As my student in "Reinforcement Learning", Sambit was one of the most active students, and made good use of the lecture and office hours. He would always listen attentively to his colleague’s questions and my responses, and would ask questions when he felt he did not have the complete picture. I would say that Sambit has a deep desire to understand things, and is driven by a need to expand his knowledge and expertise. Sambit was part of a team of students whose visit to my office would turn into an improvised tutorial. Such was the quality of the interaction, that I then transformed that material into an in-class tutorial, which I easily adapted to a lecture. Sambit would go on to master the course, achieving a grade of 92. When redesigning "Introductory Applied Machine Learning - Distance Learning" to offer a course that would at least match the level of interaction and learning outcomes of the on-campus versions, I sought to appoint a Teaching Assistant (TA) with good experience working in the industry. Having maintained contact with Sambit, he was the obvious choice. Though Visa issues would lead to Sambit not being able to act as an industry advisor to the students, as originally planned, I was happy to see his drive for learning having remained strong. He challenged me to come up with more intuitive answers to fundamental questions, and together we developed a series of study guides that were released to the IAML-DL students on a weekly basis. Sambit was never late, and all of our communications were meaningful and productive. We are considering the evolution of these study guides into an introductory textbook on machine learning.
Pavlos Andreadis
As my student in "Reinforcement Learning", Sambit was one of the most active students, and made good use of the lecture and office hours. He would always listen attentively to his colleague’s questions and my responses, and would ask questions when he felt he did not have the complete picture. I would say that Sambit has a deep desire to understand things, and is driven by a need to expand his knowledge and expertise. Sambit was part of a team of students whose visit to my office would turn into an improvised tutorial. Such was the quality of the interaction, that I then transformed that material into an in-class tutorial, which I easily adapted to a lecture. Sambit would go on to master the course, achieving a grade of 92. When redesigning "Introductory Applied Machine Learning - Distance Learning" to offer a course that would at least match the level of interaction and learning outcomes of the on-campus versions, I sought to appoint a Teaching Assistant (TA) with good experience working in the industry. Having maintained contact with Sambit, he was the obvious choice. Though Visa issues would lead to Sambit not being able to act as an industry advisor to the students, as originally planned, I was happy to see his drive for learning having remained strong. He challenged me to come up with more intuitive answers to fundamental questions, and together we developed a series of study guides that were released to the IAML-DL students on a weekly basis. Sambit was never late, and all of our communications were meaningful and productive. We are considering the evolution of these study guides into an introductory textbook on machine learning.
Pavlos Andreadis
As my student in "Reinforcement Learning", Sambit was one of the most active students, and made good use of the lecture and office hours. He would always listen attentively to his colleague’s questions and my responses, and would ask questions when he felt he did not have the complete picture. I would say that Sambit has a deep desire to understand things, and is driven by a need to expand his knowledge and expertise. Sambit was part of a team of students whose visit to my office would turn into an improvised tutorial. Such was the quality of the interaction, that I then transformed that material into an in-class tutorial, which I easily adapted to a lecture. Sambit would go on to master the course, achieving a grade of 92. When redesigning "Introductory Applied Machine Learning - Distance Learning" to offer a course that would at least match the level of interaction and learning outcomes of the on-campus versions, I sought to appoint a Teaching Assistant (TA) with good experience working in the industry. Having maintained contact with Sambit, he was the obvious choice. Though Visa issues would lead to Sambit not being able to act as an industry advisor to the students, as originally planned, I was happy to see his drive for learning having remained strong. He challenged me to come up with more intuitive answers to fundamental questions, and together we developed a series of study guides that were released to the IAML-DL students on a weekly basis. Sambit was never late, and all of our communications were meaningful and productive. We are considering the evolution of these study guides into an introductory textbook on machine learning.
Pavlos Andreadis
As my student in "Reinforcement Learning", Sambit was one of the most active students, and made good use of the lecture and office hours. He would always listen attentively to his colleague’s questions and my responses, and would ask questions when he felt he did not have the complete picture. I would say that Sambit has a deep desire to understand things, and is driven by a need to expand his knowledge and expertise. Sambit was part of a team of students whose visit to my office would turn into an improvised tutorial. Such was the quality of the interaction, that I then transformed that material into an in-class tutorial, which I easily adapted to a lecture. Sambit would go on to master the course, achieving a grade of 92. When redesigning "Introductory Applied Machine Learning - Distance Learning" to offer a course that would at least match the level of interaction and learning outcomes of the on-campus versions, I sought to appoint a Teaching Assistant (TA) with good experience working in the industry. Having maintained contact with Sambit, he was the obvious choice. Though Visa issues would lead to Sambit not being able to act as an industry advisor to the students, as originally planned, I was happy to see his drive for learning having remained strong. He challenged me to come up with more intuitive answers to fundamental questions, and together we developed a series of study guides that were released to the IAML-DL students on a weekly basis. Sambit was never late, and all of our communications were meaningful and productive. We are considering the evolution of these study guides into an introductory textbook on machine learning.
Experience
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PneumoWave
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United Kingdom
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Biotechnology Research
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1 - 100 Employee
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Senior Data Scientist/ AI Developer
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Nov 2018 - Present
- Responsible for development of respiration detection methods from accelerometer data using signal processing and machine learning techniques- Built the backend and the infrastructure for a live deployment of our system in clinical settings.- Designed and developed a consumer prototype for real-time processing of high-throughput payloads- Well-versed in AWS technologies for deploying systems in production - Responsible for development of respiration detection methods from accelerometer data using signal processing and machine learning techniques- Built the backend and the infrastructure for a live deployment of our system in clinical settings.- Designed and developed a consumer prototype for real-time processing of high-throughput payloads- Well-versed in AWS technologies for deploying systems in production
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JDSP
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United Kingdom
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Software Development
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Founder
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Jun 2018 - Present
- Open source library for digital signal processing in Java- Provides essential signal processing tools like: Pre-Processing, Filters, Transformations, Signal Generation and Splines- Provides a suite of other numerical and plotting utilities - Open source library for digital signal processing in Java- Provides essential signal processing tools like: Pre-Processing, Filters, Transformations, Signal Generation and Splines- Provides a suite of other numerical and plotting utilities
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Onyx Tech Labs
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India
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Software Development
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Founder
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Feb 2019 - Present
- Developing technology for enabling Machine Learning solutions to work in SMEs. - Delivering prototypes to clients in short timescales- Specialised in designing user experience and developing infrastructure - Developing technology for enabling Machine Learning solutions to work in SMEs. - Delivering prototypes to clients in short timescales- Specialised in designing user experience and developing infrastructure
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The University of Edinburgh
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United Kingdom
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Research Services
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700 & Above Employee
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Teaching Assistant
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Nov 2019 - Mar 2020
Responsible for development of course guides and demonstration algorithms for the course Introductory Applied Machine Learning organised by Dr. Pavlos Andreadis Responsible for development of course guides and demonstration algorithms for the course Introductory Applied Machine Learning organised by Dr. Pavlos Andreadis
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Martin Currie
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United Kingdom
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Investment Management
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100 - 200 Employee
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RPA Engineer
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Sep 2019 - Nov 2019
Responsible for the development of bots using RPA tool UIPath to process incoming invoices and validate them without any user supervision. Responsible for the development of bots using RPA tool UIPath to process incoming invoices and validate them without any user supervision.
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Solutions Architect
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Sep 2018 - Oct 2018
- Designed a bolt-on and bolt-off based technical architecture for client- Fresh Car Valeting to automate their customer booking procedure with a minimalist implementation and management overhead strategy.- Analysed a custom solution for an intelligent and cost effective booking model which can be bolted on to any other system without long-term integration disruption.- Analysed different CRMs and other third party applications to find the best fit for the business model. - Designed a bolt-on and bolt-off based technical architecture for client- Fresh Car Valeting to automate their customer booking procedure with a minimalist implementation and management overhead strategy.- Analysed a custom solution for an intelligent and cost effective booking model which can be bolted on to any other system without long-term integration disruption.- Analysed different CRMs and other third party applications to find the best fit for the business model.
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PneumoWave
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United Kingdom
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Biotechnology Research
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1 - 100 Employee
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Full Stack Developer
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Feb 2018 - Jul 2018
- Developed the full stack infrastructure for opioid usage emergency alerts. - The stack included Android (customer application) and HTML/CSS/JS (administrator dashboard) for the front-end and Django (web framework) and Postgres (RDBMS) for back-end.- Hosted the application on AWS EC2 on NGINX.- Explored the data received from the device and provided a critical analysis of the feasibility of real time analysis based on transmission frequency. - Developed the full stack infrastructure for opioid usage emergency alerts. - The stack included Android (customer application) and HTML/CSS/JS (administrator dashboard) for the front-end and Django (web framework) and Postgres (RDBMS) for back-end.- Hosted the application on AWS EC2 on NGINX.- Explored the data received from the device and provided a critical analysis of the feasibility of real time analysis based on transmission frequency.
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Infosys
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India
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IT Services and IT Consulting
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700 & Above Employee
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Systems Engineer
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Feb 2016 - Aug 2017
- Worked for client Daimler as a Systems Administrator for incident management and change management providing quick resolution to vendor problems. - Developed automation scripts for quick resolution of redundant incidents and also quick delivery of specific service requests.- Aware of and followed ITIL practices of Service Operation. - Worked for client Daimler as a Systems Administrator for incident management and change management providing quick resolution to vendor problems. - Developed automation scripts for quick resolution of redundant incidents and also quick delivery of specific service requests.- Aware of and followed ITIL practices of Service Operation.
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Education
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2020 - 2021
The University of Edinburgh
Master of Science - MS, Speech and Language Processing -
2017 - 2018
The University of Edinburgh
Master of Science - MS, Artificial Intelligence -
2011 - 2015
Haldia Institute of Technology
Bachelor of Technology (B.Tech.), Electronics and Instrumentation Engineering -
2008 - 2010
Calcutta Boys' School
CISCE, Science
Community
