Akson Sam Varghese

About Akson Sam Varghese

Hello, Thank you for this opportunity to present myself as a potential candidate to the Data Scientist / MLE position. I am an Engineer with an experience of 4+ years in Machine Learning and Software in healthcare domain. I have an overall 9 years of exposure to multiple industries. I am passionate and motivated through personal events to develop software, create solutions using machine learning and data science from novel ideas to automation that would at the end help to improve healthcare services to the community. As an experienced individual, I am proficient in Python, SQL, NoSQL and machine learning frameworks like Keras, TensorFlow, PyTorch. I can conduct statistical analysis, create efficient data pipelines, communicate analysis results visually using post production interactive dashboards custom made with a backend or framework like pydash or native microservices framework. I can perform data analysis tasks to create data Extract - Transform - Load ( ETL ) pipelines and perform EDA, CDA and other data analysis methods to derive insights. I am equipped with Software engineering skills with Object Oriented Programming, Unit Testing that could prove useful for creating backend or frontend solution or pipelines for data processing. I have catered to solve for problems of data types including tabular data, text, image, and audio. In my experience, I have operationalized various machine learning models using docker, to some extend Jenkins pipeline for CI CD, developed post production analysis dashboards for monitoring model and data drift. I have worked in collaboration with statisticians, domain experts and data scientists, that gave me the experience to work in a highly functional and dynamic team. I am adaptable and I am a team player. I can communicate the work I do via clear documentation and analysis reports. I have always made sure to be a part of innovation team in every industry I work to always attempt to cause positive impact in the industry. I have published 3 papers in 2 research books and 1 journal. I am a hardworking, tenacious and have a roll-up your sleeves attitude carrying individual. I am always keen and open to learning new concepts and thought process. I am known for my impeccable work ethics, quality of work as the awards I received stand as evidence. Lastly, I won\'t say I am the best and hire me, but I am confident enough to state that I am one among the best and if you hire me I would prove to be a long term valuable asset to your team. Sincerely, Akson

Experience

1. Machine Learning Engineer

   Gesund.ai

   Sep 2021 — Present · Mumbai, IN

   Product Development & Core Engineering• Fulfilled and collaborated in client management roles, developed integration solution, client satisfaction leading to $2 M contract• Collaborated In R&D of backend features in novel medical imaging platform contributed to 40% of codebase and designed and created data management module to upload, store, transform and analyze images, that is 10% of platform• Innovated cohort analysis (blind spot analysis) for model validation performance enhanced spotting subsets of data that has higher contribution towards prediction and validation by 11%• Developed medical study reader rating system for enhanced analysis and screening of data annotation agreement metrics that improve the quality of study annotations by approximated 50%

Education

• WEES'​ English High School

  SSC

  1998 — 2009

• SIES College of Arts, Science & Commerce SION(W)

  Bachelor of Science (B.Sc.), Computer Science, CGPA - 6.35 / 7

  2011 — 2014

• Vani Vidyalaya

  HSC, Science

  2009 — 2011

• SIES College of Arts, Science & Commerce SION(W)

  Master of Science (M.Sc.), Computer Science, CGPA - 5.25 / 7

  2015 — 2017