Meghna Dey
Health Data Scientist (open for Part-time)
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About
I am pursuing MSc.
Health Data
Science at the University of Liverpool. I have studied Biomedical Engineering and have 2.5 years of working experience as a Oil&Gas Market Research Business Analyst at Enverus. Thus, I have full working knowledge of Excel, Python and Data Science (including Machine Learning frameworks).
I am a trained classical and western style Dancer since childhood. I also enjoy singing, painting and love trekking. I have experience of leading 25+ member teams in college. At Enverus, I carried out a Public Speaking campaign to help employees improve their communication skills.
I am friendly, adaptable and ever ready to learn and unlearn new skills/tools/technolgies. I work hard and get the job done. Currently, I am exploring Healthcare Analytics to improve chronic disease management through presriptive and predictive analytics.
I am open to any kind of job that will help me financially support my studies.
Experience
ENVERUS - A SaaS company delivering critical data and analytics to the Energy sector Bangalore
Business Analyst 2020-Present
- Identified and captured critical operational data concerning 70 parameters for over 1000 global oil and gas companies to support business functions across 2 products
- Analyzed, transformed, populated, and maintained multiple Exploration and Production (E&P) databases with high accuracy
- Developed Linear and Logarithmic ‘Well Production versus Time’ plots by processing E&P company-reported type curves
- Digitized shapefiles for acreages/ pipelines sourced from public documents using Excel and predefined scripts using QGIS
- Automated the compiling of multiple excel reports and error-proofing of 500+ operational data rows using Python and VBA which reduced 72 man-hours of work per month
- Trained 6 new hires and walked them through expected responsibilities across multiple technical engagements.
- Implemented a company-wide Public Speaking Program for confidence building through weekly training sessions
Intern 2019 (Aug-Sep)
- Analyzed product sales data to determine and develop marketing strategies tailored to target market characteristics
- Generated sales through content creation about product and service offerings.
Biomedical Intern 2018 (May-Jun)
- Carried out maintenance checks and troubleshooting of more than 40 medical devices across various units, ensuring minimum downtime of lifesaving equipment
- Learnt about procurement, maintenance contracts and inventory management of healthcare equipment and resources.
Education
Vellore Institute of Technology Vellore
- B. Tech Biomedical Engineering | GPA: 8.71/10 2016-2020
- Relevant Coursework- Anatomy, Medical Informatics, Image Processing, Neural Networks, Biometric Systems, Problem Solving and Programming, Calculus, Linear Algebra, Statistics, AOD
- Woman Special Achiever Award for Cultural Excellence | VIT Univeristy, 2019
- Merit Award for Branch Rank Holder | VIT Univeristy, 2017
Classification of Retinal Images for the Diagnosis of Diabetic Retinopathy 2020 (Jan)
- Utilised healthy, proliferative, and nonproliferative diabetic retinopathy images from the STARE database
- Pre-processed the images using adaptive histogram equalization to remove noises and segmented fundus images
- Segmented blood vessels from retina images and compared the number of pixels segmented per retina type
- Classified the retina images with 95% accuracy, 70% sensitivity, and 98% specificity.
- Implemented a genetic algorithm-based neural network to self-evolve and optimize Flappy bird gameplay
- Designed a slot sensor embedded glove model to facilitate digital data communication for the visually impaired
- Developed an Arduino-Uno powered shoe for the visually impaired to detect proximity and depth of obstacles within ultrasonic range
YOUTH RED CROSS SOCIETY - VIT University, Vellore 2017-2019
- Organized blood donation camp at VIT University and managed a footfall of over two-thousand students
- Participated in 5-Day Inter State (National Level) YRC Training-cum Study Camp by Indian Red Cross Society, Tamil Nadu
- Organized cleanliness drives, and orphanage visits, and conducted various educational activities for children
- Catered to over 30 blood donation requests by connecting blood donors to patients at CMC Hospital, Vellore


