Murad Ali
Ilmenau
Summary
Experienced ML Engineer adept at developing, deploying and optimizing advanced models for object detection, segmentation and image classification using diverse ML algorithms including Supervised, Unsupervised and Reinforcement Learning. Proficient in deep learning frameworks, Natural Language Processing, Large Language Models and innovative problem solving. Eager to contribute dynamically, drive innovation and tackle complex challenges.
Overview
4
4
years of professional experience
1
1
Certification
Work History
AI (NLP) Intern
Incowia GmbH
05.2023 - Current
- Leveraged Tesseract OCR to extract essential information such as addresses, IBAN, BIC and other relevant data from scanned PDF documents
- Applied tokenization techniques to break down extracted text into meaningful units
- Integrated BERT models and transformers into parsing pipeline to enhance the accuracy and efficiency of address parsing
- BERT's contextual embeddings contributed to address parsing accuracy exceeding 90%
- Orchestrated the entire workflow seamlessly using Docker container
- Maintained version control and facilitated collaborative development using Git
STUDENT ASSISTANT (COMPUTER VISION)
Data-intensive Systems and Visualisation Group TU Ilmenau
04.2022 - 01.2023
- Applied transfer learning techniques by leveraging pre-trained CNN models such as ResNet and fine-tuned them for Garlic Mustard image classification, improving the accuracy from 85% to 93%
- Annotated and labeled 40k images for classification, ensuring high quality of labeled data
- Performed data preprocessing and cleaning to avoid inconsistencies
- Proficient in using Python, PyTorch, Keras, OpenCV, Scikit-Learn , Excel, Jupyter Notebook , CUDA and Anaconda
Machine Learning Intern
National Center of Artificial Intelligence, Peshawar
10.2019 - 05.2020
- Built predictive models using machine learning techniques such as linear regression, decision trees and KNN for electric supply and demand systems
- Developed ETL pipelines to extract, transform and load data
- Conducted exploratory data analysis and visualization to gain insights into data patterns and relationships
- Proficient in utilizing tools such as Excel, SQL, Python
Education
Master of Science - Research in Computer and Systems Engineering
Ilmenau University of Technology
Ilmenau 2020 - Aktuell
Bachelor of Science - Computer Systems Engineering
University of Engineering And Technology, Peshawar
Peshawar 2014 - 2018
Skills
- Python, C, C
- Matlab
- NumPy, Pandas
- PyTorch, TensorFlow, Scikit- Learn, SciPy, Keras, OpenCV
- Matplotlib, Seaborn
- NLTK, SpaCy, Polyglot
- PyPDF, Pdfplumber
- LLMs, BERT Model, Transformers
- SQL, MySQL, PostgreSQL
- Kubeflow, Mlflow
- Docker, CI/CD, GitLab
- Microsoft 365
Certification
- AI for Medical Diagnosis (Coursera)
- Introduction to LLMs (Google Cloud)
- Transformer Models and BERT Model (Google Cloud)
- Neural Networks and Deep Learning (Coursera)
- Deep Learning with PyTorch (Coursera)
- Introduction to TensorFlow for AI, ML and DL (Coursera)
- Getting Started with TensorFlow 2 (Coursera)
- ML Pipelines on Google Cloud (Coursera)
- Cloud Data Engineering (Coursera)
Languages
English
Advanced (C1)
Urdu
Bilingual or Proficient (C2)
German
Elementary (A2)
Timeline
AI (NLP) Intern
Incowia GmbH
05.2023 - Current
STUDENT ASSISTANT (COMPUTER VISION)
Data-intensive Systems and Visualisation Group TU Ilmenau
04.2022 - 01.2023
Machine Learning Intern
National Center of Artificial Intelligence, Peshawar
10.2019 - 05.2020
Master of Science - Research in Computer and Systems Engineering
Ilmenau University of Technology
2020 - Aktuell
Bachelor of Science - Computer Systems Engineering
University of Engineering And Technology, Peshawar
2014 - 2018
Similar Profiles
Francesca FagianiFrancesca Fagiani
Commercial Sales Support/Account Manager, Immuno-Oncology at Bio-Techne GmbH (R&D Systems GmbH)Commercial Sales Support/Account Manager, Immuno-Oncology at Bio-Techne GmbH (R&D Systems GmbH)
Madalina PirvulescuMadalina Pirvulescu
Claims Management & Market Developer at WECOYA MARINE Underwriting GmbH/ former W Droege Assekuradeur GmbHClaims Management & Market Developer at WECOYA MARINE Underwriting GmbH/ former W Droege Assekuradeur GmbH
Mona NagelMona Nagel
Junior Buyer Urban Sports at KaDeWe Group GmbH / KaDeWe GmbHJunior Buyer Urban Sports at KaDeWe Group GmbH / KaDeWe GmbH
Muskan SharmaMuskan Sharma
Technical Analyst at Kearney India Pvt. LtdTechnical Analyst at Kearney India Pvt. Ltd
Ankur DasAnkur Das
Research Assistant at Technical University of IlmenauResearch Assistant at Technical University of Ilmenau