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Pray Somaldo

Machine Learning Engineer

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About Me

As machine learning enthusiasts, I like to build something related to AI products. I have build computer vision products that have deployed in some retail area with python integrated to MySQL as databases using TensorRT to deploy. I also aiming to research on computer vision by following the updates on that area. On the other hand, I develop my skill by continously learn by taking training from Kominfo and bootcamp such as Bangkit. I realized that I love learning even when I have to repeat it from zero. Thus, I always practicing my skills and like to learn something new.

Experience

GDP Labs

AI Engineer

  • Build data pipeline for client with AWS S3, Glue, Lambda and Athena also visualize it with Quicksight
  • Build visualization dashboard with Metabase using SQL query connected from MySQL database
  • Deliver workshop for client to use AWS for Data Analytics use case
  • Develop Anomaly detection models which deployed on AWS Lambda triggered with AWS API Gateway

PT Inti Sinergi (Freelance)

AI Engineer

  • Build OCR API to extract information from KTP (identity card) using FastAPI to speed up validation processusing KTP
  • Decrease waiting time for identity authentication and increase matching accuracy between face photo to more than 70% with REST API using Flask to match selfie photo with KTP
  • Build focus detection system using javascript and tensorflow.js for React app that give notification real-time andhelp examiners to revise

PT Sugihart Digital Imaji

Machine Learning Engineer

  • Retrain and modify people counting to differentiate male and female classification
  • Build face recognition for attendance system
  • Build license plate recognition for parking system

Kurio

Data Science Engineer

  • Labeled news data, modelling, and deploy machine learning app using docker and flask
  • Build sensitive classifier model to prevent inappropriate article
  • Build other classifier such as soprts, news, politics to increase app performance to classify category

PT. Metra Digital Media

Junior Data Scientist

  • Query data for daily needs with SQL
  • Clustering person profile data for differentiate regions regarding election
  • Create data visualizations for campaign needs

Education

University of Indonesia

February 2019 - January 2021

Master of Science in Computer Science

Doing machine learning course, research in computer vision areas, thesis project about gender tracking in CCTV

University of Indonesia

Sept 2013 - Mei 2017

Bachelor of Science in Mathematics

Submit a paper about finding Diabetic Retinopathy in Fundus Images

Projects

Chatbot on PDF

View Project

Telegram Image Matting Bot

View Project

Disaster Classifier

View Project

Diabetic Retinopathy Classifier

View Project

Skills

Open Source Contributions

EasyOCR: Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

View Project

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