Over 2 years of experience
My Experience
2019-Present
Image segmentation
Unfrauded: Co-Founder - CTO
- Instance segmentation for car parts and damage detection
- Technologies: Detectron2, Pytorch, Python, MaskRCNN
2019-Present
OCR for structured data extraction
Unfrauded: Co-Founder - CTO
- Object detection of invoice structure detection
- AWS Textract API for text extraction
- Technologies: Detectron2, Python, AWS Textract, FastRCNN
2019-Present
Django APIs
Unfrauded: Co-Founder - CTO
- Django services that offer Rest APIs behind an API Gateway
- Technologies: Django, DRF, PostgreSQL, Python
2019-Present
Deployment
Unfrauded: Co-Founder - CTO
- Torchserve for Pytorch models deployment
- Dockerizing of Django services
- AWS ECS for container orchestration
- Technologies: Torchserve, Docker, AWS ECS, AWS S3, AWS RDS, AWS API Gateway
2019-Present
Regression
Unfrauded: Co-Founder - CTO
- Regression for price estimation with real time learning
- Technologies: Python, Scikit-learn
2019-Present
React Native App (Expo)
Unfrauded: Co-Founder - CTO
- Insurance claim filing mobile app
- Multiple screens: Image upload, Image editing, Sketch creation with drag & drop, Voice recording, Instant messaging, Notifications
- Nodejs backend
- Technologies: React Native, Expo, Nodejs
2019-Present
Anomaly detection
Unfrauded: Co-Founder - CTO
- Unsupervised anomaly detection of banking transactions
- Time series anomaly detection
- React app frontend and a Django backend
- Technologies: Python, Pytorch, Autoencoders, LSTM, React, Django
2019-Present
Web scraping
Unfrauded: Co-Founder - CTO
- Regression for price estimation with real time learning
- Technologies: Python, Selenium, Scrapy
FEV 2019 - JUIN 2019
Web platform for lawyers
Mouhami.tn: Co-founder
- Angular frontend (Account creation, directory, online appointements, dashboard)
- Django Backend
- Deployment on NGINX web server with GUNICORN
- Technologies: Angular 7, Django, REST API, PostgreSQL, NGINX
FEV 2017 - MAI 2017
Internship: Android banking app
BFI GROUP S.A
- Development of a banking Android app (Account information, money transfer, geolocation of agencies)
- Development of REST APIs in J2EE
- Technologies: Android, JAVA, J2EE, MySQL, REST API
Bachelor and Engineering degree
Education
2017-2020
COMPUTER SCIENCE ENGINEERING DEGREE
Institut supérieur d'informatique - Univéristé Tunis El-Manar
Valedictorian
2014-2017
COMPUTER SCIENCE BACHELOR DEGREE
Institut supérieur d'informatique - Univéristé Tunis El-Manar
Valedictorian
2+ Years of Experience
My Skills
Skills
Programming
Python
Javascript
Java
C/C++
Skills
Database
PostgreSQL
MongoDB
MySQL
SQLite
Skills
Machine Learning
Pytorch
Tensorflow
Detectron2
Keras
FastAI
Scikit-learn
Prophet
Torchserve
Tensorflow Serving
AWS Sagemaker
Skills
Cloud / DevOps
Docker
Kubernetes
Git
AWS ECS
AWS S3
Skills
Web Development
Angular
React
HTML/CSS
Django
NodeJS
Skills
Mobile
React Native
Android Native
Flutter
Skills
Desktop
JavaFX
Java Swing
ElectronJS
Specialized in Machine Learning
My Certifications
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