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Ahmed .

Ahmed .

  • **** **** ****
  • 2 Jahre Erfahrung
  • ASAP
  • Mid-Level

I am a Machine Learning Engineer with 3+ years of experience, I have worked on many projects in different fields as Computer Vision, NLP, Time Series Forecasting and Speech Recognition. I always keep my self updated with the recent advances in Data Science and ML in all the fields I work on.

Bildung

E

Engineering

Suez University, Bachelor's Degree
2018

Arbeit & Erfahrung

N

Machine Learning Engineer

NLP
Jan'2020 - May'2021
• Building a Smart Document and Invoice Management Application to extract text from scanned documents and invoices. • Building License Plate Recognition System for Egyptian and Arabic Car Plates. • Building Natural Language Processing "NLP" models for various applications as Chat-Bots, Sentiment Analysis and Topic modelling. • Building Natural Language Understanding "NLU" Models (as Named Entity Recognition "NER" and Part of Speech Tagging "POS") using the state of the art models for both Arabic and English Languages. • Leading the annotation team to create and clean text data to be used in NLP Applications. • Design and build end-to-end Speech Recognition models in various applications as Gender detection from voice and Keyword Spotting. • Training and Deploying Speaker Recognition models to detect the identity of the speaker if present in a database.
I

Machine Learning Engineer

INTDV
Sep'2018 - Jan'2020
Design and build of end-to-end Deep Learning models in various Computer Vision applications as Image Segmentation and Image Classification. • Building Facial Recognition System including Age, Gender and Emotion Detection as well as attendance systems with cameras. • Design and build Time Series Forecasting models to serve in sales predictions. • Creating data pipelines for deep learning models for structured and unstructured data. • Performing the necessary feature engineering on data to use it in predictive models as ensemble models.

Berufliche Fähigkeiten

Framework
  • Docker 2 Jahr(s)
  • Scikit learn 3 Jahr(s)
  • Tensorflow 3 Jahr(s)
  • Apache 1 Jahr(s)
API
  • Keras 3 Jahr(s)
  • OpenCV 3 Jahr(s)
Database
  • SQL 2 Jahr(s)
Language
  • Python 3 Jahr(s)
General
  • Hadoop 1 Jahr(s)
  • Deep Learning 1 Jahr(s)
  • Data Analysis 1 Jahr(s)
  • ETL 1 Jahr(s)
  • Data Science 1 Jahr(s)
  • Linux 1 Jahr(s)
  • Hive 1 Jahr(s)
  • Big Data 1 Jahr(s)
Technology
  • Git 1 Jahr(s)

Sprachen

  • English native
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