Samsudhin H
Staff Data Scientist
Summary
Astute Staff Data Scientist with 14+ years of experience in data-driven and technology-focused approach. Communicates clearly with stakeholders and builds consensus around well-founded models. Talented in writing applications and reformulating models.
Overview
16
16
years of professional experience
6
6
years of post-secondary education
8
8
Certifications
Work History
Staff Data Scientist
ResMed India private ltd
2 2019 - Current
- Worked with stakeholders to develop quarterly road maps based on impact, effort and test coordination
- Coached and mentored junior data scientists on data science and data mining techniques
- Extracted and assessed data from 100's of databases to drive improvement of product development and business strategies and processes
- Applied statistical and algebraic techniques to interpret key points from gathered data
- Leveraged mathematical techniques to develop engineering and scientific solutions
- Discovered stories told by data to present information to clients and business managers
- Designed and architect end to end life cycle of deep learning model Leveraged mathematical techniques to develop engineering and scientific solutions
- Developed intricate algorithms based on deep-dive statistical analysis and predictive data modelling
- Devised and deployed predictive models using machine learning algorithms to drive business decisions
- Worked with stakeholders to develop quarterly roadmaps based on impact, effort and test coordination's
Module Lead - Data Science
Cognizant Technology Solutions
12.2015 - 02.2019
- One of active member of designing Interactive Analytics Workbench (changed as Datascience Workbench) – Analytical workbench inside BigDecisions Platform
- Responsible to lead data science team to develop sophisticated analytical algorithms to handle real world analytical use cases using BigDecisions Platform
- Responsible of design, developing and implementing machine learning Java library called StatisticsUtil which is backbone of Interactive Analytics Workbench
- Responsible of design, developing and implementing machine learning Scala library called SparkAnalytics which is backbone for Big data analytics
- Responsible of designing, developing and implementing Analytical Pipeline, where user can chain multiple analytical components of various languages and execute it as batch operation
- Responsible of designing, developing and implementing Data Exploration component, where user can explore statistics of data
- Responsible of designing, developing and implementing Model Management component where user can do all post model activities like deploy, publish as web service, re-tune and re-calibrate analytical models.
Associate Engineer
Cognizant Technology Solutions
11.2013 - 12.2015
- One of founding member of designing nXg Device Analytics
- Responsible for implementation of Device Failure Prediction mechanism which uses Accelerated Failure Time (AFT) model to predict when a device is going to fail and what is the likelihood of failure using logistic regression
- Responsible for predicting root cause for device failure by applying collaborative filtering
- Responsible for creating a model which predicts device life span
- Responsible for migrating R based analytical solutions to Spark Scala applications
- Responsible for creating Device Failure Monitoring Dashboards on QlikView
- Responsible for creating QlikView extension, which is used to visualize Root Cause network for Device Failures
- Responsible for creating extension which integrates R with QlikView for near real time device failure monitoring.
Software Engineer
Pigstick Software Solutions
07.2008 - 06.2010
- Worked as Java developer
- Worked in developing student mark sheet management module.
Education
Master of Computer Applications - Computer and Information Sciences
PSG College of Arts & Science
08.2010 - 05.2013
Bachelor of Computer Applications - Computer and Information Sciences
Texcity Arts & Science College
07.2005 - 05.2008
Skills
Machine learning
Patents
- Machine Learning to Generate Service Recommendations, 20240086771, 03/14/24
- Models for Accurate Patient Acuity, 20230307141, 09/28/23
- Evaluating a Sequence of Entries to Predict a Future Event, 20230214726, 06/06/23
- Systems and Methods for Predicting a Fall, 20230215568, 06/06/23
- System and Method for Determining Retention of Caregivers, 20220351846, 11/03/22
Certification
Machine Learning by Andrew NG, Coursera, 05/2015
Timeline
Module Lead - Data Science
Cognizant Technology Solutions
12.2015 - 02.2019
Associate Engineer
Cognizant Technology Solutions
11.2013 - 12.2015
Master of Computer Applications - Computer and Information Sciences
PSG College of Arts & Science
08.2010 - 05.2013
Software Engineer
Pigstick Software Solutions
07.2008 - 06.2010
Bachelor of Computer Applications - Computer and Information Sciences
Texcity Arts & Science College
07.2005 - 05.2008
Staff Data Scientist
ResMed India private ltd
2 2019 - Current
Similar Profiles
Nilika SahaNilika Saha
Clinical Consultant at ResMed India Private LimitedClinical Consultant at ResMed India Private Limited
Hamsaveena N R SHamsaveena N R S
Engineer, Software Engineering at ResMed Technology Private LimitedEngineer, Software Engineering at ResMed Technology Private Limited
Sreesankar SSreesankar S
Therapy Executive at ResMed India Pvt Ltd (Contractual Resources of Quess Corp Limited)Therapy Executive at ResMed India Pvt Ltd (Contractual Resources of Quess Corp Limited)
Sayali GateSayali Gate
Staff Data Scientist at WalmartStaff Data Scientist at Walmart
Ramakrishna SomaRamakrishna Soma
Staff Data Scientist at Included HealthStaff Data Scientist at Included Health