Ali Farooq

writes the final thesis.

Angestellt, Fullstack Developer, Eisenschmidt Consulting Crew

Kiel, Germany

Skills

C/C++
Research and Development
MatLab
Python
PHP
Image Processing
JavaScript
Node.js
tensorflow
Machine Learning
Deep Learning
numpy
keras
anaconda
py torch
Jupyter
Computed Tomography (CT)
Eclipse
GitHub
IntelliJ IDEA
Visual Studio
NetBeans
ASP.NET
Unit Testing
Bert
Knowledge Graph
REST
Docker
Graph database
Gremlin
SQL
Software
Frontend
Java
Software Development
python
Zend Framework
php
C++
C#.NET
Data Analysis
HTML
Digital image processing
Medical Image Processing
Java-Script
Vue.js
node
rag
Large Language Models
TensorFlow
Matlab-Programmierung
github
Jupyter Notebook
NumPy
MySQL
MongoDB
bert
Graph Database
FastAPI
streamlit
rest

Timeline

Professional experience for Ali Farooq

  • Current 1 year and 4 months, since Aug 2023

    Fullstack Developer

    Eisenschmidt Consulting Crew

    Develop dynamic web applications using Node.js for back-end with MongoDB and Vue.js (Quasar) for front-end. Implement advanced AI solutions using Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) techniques using Stream-lit, Fast API and Python. Work on Docker and Docker compose for containerization and micro services. Implement Shinny application using R. Work on NextCloud service for data backup using .

  • 3 months, Oct 2022 - Dec 2022

    Scientific Assistant

    Fachhochschule Kiel

  • 8 months, Feb 2022 - Sep 2022

    Master Thesis

    Fachhochschule Kiel

    Investigation of deep batch active learning methods for marine species detection. Mini-batch active learning method for uncertain and diverse samples using kmeans and entropy. Yolov5 and InceptionV3 models for object detection and classification. Visual studio code, Python and statistical analysis of results.

  • 1 year and 6 months, Apr 2021 - Sep 2022

    Student Assistant

    Universitätsklinikum Schleswig-Holstein | UKSH

    IT-administration (data backup, system monitoring, software installation). Bone segmentation and scanning using Ct-scan machine.

  • 1 year, Nov 2020 - Oct 2021

    Working Student

    North.io GmbH

    Worked on Named-entity recognition on historical documents. Researched and implement on Named-entity recognition using BERT algorithm. Data Tagging, Data Preparation and Analysis using Python. Docker, Graph Database using Gremlin, Python, Linux, Visual Studio Code & Rest API.

  • 1 year and 5 months, Oct 2019 - Feb 2021

    Student Assistant

    Christian Albrechts Universität Kiel

    Implemented and evaluated Machine Learning, Deep Learning algorithms for Geo-Mechanics. Data Preparation, Analysis and Prediction using Python frameworks pandas, Keras, Tensorflow and scikit-learn, Spyder, Jupyter-Notebook and Anaconda IDE.

  • 1 year, Sep 2019 - Aug 2020

    Master Project

    Universitätsklinikum Schleswig-Holstein | UKSH

    Cross-Calibration of Cortical bone parameters through CT-scans of embedded human vertebral bodies using image processing algorithms, Matlab, statistical tests and Bland-Altman analysis.

  • 7 months, Dec 2018 - Jun 2019

    Student Assistant

    Universitätsklinikum Schleswig-Holstein | UKSH

    "Bone Age Assessment" project in UKSH with Prof. Dr. Claus-C. Glüer. Implementation and research on Finite element method. Performed Bone segmentation and meshing using Matlab with in-house software Structural Insight. Data management and analysis of patient’s CT-scan.

  • 1 year and 4 months, Mar 2018 - Jun 2019

    Research Assistant

    FH Kiel

    Worked on the Generative Adversarial networks with Prof. Dr. Hauke Schramm. Research and development of GAN technology, back propagation and Convolutional Neural Network. Using Python 3.6 (TensorFlow, Torch, NumPy), Anaconda 5.1 and Jupyter-notebook 5.2.

  • 1 year and 3 months, Mar 2016 - May 2017

    Research and Development Officer

    Center for Language Engineering

    Implementation of Urdu Optical Character Recognition using Java. Implementation and management of language dictionaries using C# and .Net. Annotation and analyzing recorded data using C. Research on Urdu plagiarism detection and Urdu search engine projects.

  • 3 months, Jan 2016 - Mar 2016

    Full stack PHP Developer

    JustPrice.pk

    Development of web application using PHP Zend Framework. Full stack web application. Use google API Import.io to import data from other shopping websites.

Educational background for Ali Farooq

  • 5 years and 6 months, Sep 2017 - Feb 2023

    Information Engineering

    Fachhochschule Kiel

    Specialization in "Intelligent Systems" Master Project: "Cross-Calibration of Cortical bone parameters through CT-scans of embedded human vertebral bodies". Master Thesis: "Investigation of deep batch active learning methods for marine species detection". Specialization Courses: Machine Learning, Neural Networks and Deep Learning, Pattern Recognition, Mastering Java, Advanced C++, Requirement Engineering, Advanced Software Programming and Research Course on Deep Learning algorithms.

  • 4 years, Sep 2011 - Aug 2015

    Computer Science

    University of Central Punjab

    Development(Web, System and mobile) applications, Mathematics, Networking or Computer Architecture.

Languages

  • English

    Fluent

  • German

    Basic

Interests

Music
Movies
Dance
Arts and crafts
Travel

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