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Joel Monteiro

Joel Monteiro

Experienced Data Scientist/ Masters at Cardiff Uni

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Plasnewyd, Cathays, CardiffMember since October 9, 2022
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About

Data Scientist with 3+ years of broad-based experience in building Data Science products. I code in Python and an adept user of SQL, Pandas and OpenCV. I’m a Machine Learning enthusiast currently completing my Masters degree and have aced numerous online courses to understand the math behind it all.

I’ve worked in multiple early-stage start-ups in finance, document processing and healthcare sectors, proving my worth in positions of responsibility. I've worked on analytics tools like PowerBI/ Tableau and as a quick learner, could be an asset to your organisation, no matter the domain.

Experience

JAN 2021 – AUG 2022

Data Scientist | Foundation AI

Using state-of-the-art models like YOLOv5, BERT and tools like OpenCV/ PIL:

  • Detected printed fields in structured documents like Washington and Texas state Driving Licenses.
  • Independently developed a product that reads handwriting from boxes in structured Personal Liability Policies and trained an AlexNet based Binary Classifier to detect stray handwritten marks in the same.
  • Used Natural Language Processing to find specific classes in unstructured ACORD-125 Forms.

NOV 2019 – AUG 2020

Junior Data Scientist | Aganitha Cognitive Solutions

  • Cleared visual artifacts from damaged historical documents using OpenCV techniques like Thresholding and Blending.
  • Performed Exploratory Data Analysis on time-series sensor data for prediction of failure points in mining machinery.
  • Gained extensive knowledge on Docker containers, Git for version control, GraphQL, worked with remote Linux servers, and learned Hugo + CSS to create static webpages.
AUG 2019 – NOV 2019

Python Developer | Arque Tech

  •  My aim here was to create a demo that used PyTesseract OCR + Google Vision pattern matched with RegEx to fetch data, verify and process eligibility of life insurance candidates over 180GB of scanned medical records and helped underwriters with application forms.
  • Also briefly worked on options and stock data.

JAN 2017 – MAR 2018

Pricing Support | CEX Webuy

  • Pricing analyst for world's largest second-hand goods chain based in UK, specializing in computing and video games.
  • Researched and analysed market data for competitive prices for thousands of goods (hardware/software) to optimize maximum profit for my organization while keeping stock turns high.
  • Managed price elasticities on a per-item basis and handled inventory of goods in 300 stores in over 11 countries.

Education

SEP 2022 - Present

Cardiff University | MSc. Data Science and Analytics

  • Currently pursuing a Masters to upskill myself for better job opportunities in the UK.
JUN 2019 - JUL 2019

IIT-Hyderabad | Professional Certificate in Artificial Intelligence & Emerging Technologies

  • Worked on 'Families in the Wild' image dataset to create a kinship classifier using Siamese networks
  • Stood Top 10 in my Cohort
JUN 2013 - AUG 2018

Mumbai University | BE Mechanical Engineering - Robotics

  • Created a Multi-function 4 DOF Robotic Arm, with the help of Arduino and Raspberry Pi3

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