🎓 Computer Science Student @ TU Darmstadt
💼 Software Developer @ Fraport AG (Aug 2023 - Present)
🔬 Bachelor Thesis: Multimodal Deepfake Detection @ Fraunhofer SIT
📍 Based in Darmstadt, Germany
const ali = {
code: ["Python", "JavaScript", "Java", "TypeScript", "C++"],
technologies: {
frontEnd: ["React", "Vue.js", "HTML", "CSS", "Tailwind"],
backEnd: ["Node.js", "Flask", "FastAPI"],
databases: ["PostgreSQL", "MongoDB", "MySQL"],
devOps: ["Docker", "Git", "Azure DevOps", "CI/CD"],
testing: ["TestComplete", "ReadyAPI", "Gherkin", "Selenium"],
ai_ml: ["PyTorch", "TensorFlow", "Hugging Face", "OpenCV", "Scikit-learn"]
},
currentFocus: "Deep Learning & Test Automation",
funFact: "I debug production code and deepfakes 🤖"
};
|
System Security Lab, TU Darmstadt Development of a performant real-time pipeline for voice and face conversion with client-server architecture and user-friendly GUI. Tech: Python • PyTorch • Computer Vision • GFPGAN • InsightFace • Diff-HierVC Highlights:
|
SEEMOO, TU Darmstadt Full-stack web application for analyzing LoRaWAN security vulnerabilities from 100+ research papers with interactive visualization. Tech: Python • React • Security Analysis • CLI Tools • LaTeX Highlights:
|
|
System Security Lab, TU Darmstadt Training of a BLIP-2 model on GoodNews dataset (15k images) for context-aware image captioning. Tech: Python • PyTorch • NLP • Transformers • BLIP-2 Results:
|
Bachelor Thesis @ Fraunhofer SIT Development of a deep learning system for detecting and temporally localizing audio-video manipulations in deepfakes. Tech: PyTorch • CNNs • 3D-CNNs • Wav2Vec • HuBERT • Transformers Highlights:
|
current:
role: "Working Student Software Development & Test Automation"
company: "Fraport AG"
location: "Frankfurt am Main, Germany"
period: "Aug 2023 - Present"
highlights:
- "Implementation of 60+ end-to-end tests with TestComplete and JavaScript (Gherkin)"
- "Reduced manual testing time by 60%"
- "Development of 70+ automated API tests with ReadyAPI"
- "Integration into CI/CD pipeline for Kafka message validation"
- "Error documentation and analysis in JIRA, task management in Azure DevOps"
- "CI/CD pipeline optimization in agile team, regular participation in sprint reviews"B.Sc. Computer Science - Technical University of Darmstadt
📅 Oct 2021 - Present
Bachelor Thesis: Detection of Multimodal Deepfakes @ Fraunhofer SIT
- Development of deep learning system for audio-video manipulation detection
- Combination of CNNs/3D-CNNs and Transformer architectures (Wav2Vec, HuBERT)
- Evaluation on ACM Grand Challenge dataset
- 🔭 Working on multimodal deepfake detection for my bachelor thesis
- 🌱 Learning advanced deep learning architectures and transformer models
- 👯 Open to collaborate on ML/AI projects and open-source contributions
- 💬 Ask me about Python, React, PyTorch, Test Automation, Computer Vision, NLP
- ⚡ Fun fact: I can debug both production code and AI-generated deepfakes!
- 🏆 60% reduction in manual testing time through test automation
- 🎯 23% improvement in BLEU score for context-aware image captioning
- 📊 130+ automated tests (60+ E2E, 70+ API tests) in production
- 🔬 Research on multimodal deepfake detection at Fraunhofer SIT
- 🛠️ Full-stack development of security analysis tools for 100+ research papers
- 🇩🇪 German: Advanced (Professional working proficiency)
- 🇬🇧 English: Advanced (Professional working proficiency)
- 🇮🇷 Persian: Native speaker
