About
AI Master's Student & Systems Engineer
AI Master's student with robust AI knowledge, practical programming skills, and a record of thriving in collaborative environments. Enthusiastic about machine learning, data analysis, and strengthening system security.
- Birthday: 22 March 2000
- Website: https://alwinpaul.me/
- Phone: +4917677354827
- City: Cottbus, Germany
- Age: 25
- Degree: Master's in AI
- Email: alwin.paulpv@gmail.com
- Freelance: Available
Currently pursuing Master's in Artificial Intelligence at Brandenburg Technical University with expertise in machine learning, data analysis, and cybersecurity. Working as a Systems Engineer at Perinet GmbH, exploring GPT model deployment and developing innovative AI solutions. Passionate about Generative AI and seeking opportunities in cutting-edge AI research.
Resume
AI Master's student with robust AI knowledge, practical programming skills, and a record of thriving in collaborative environments. Enthusiastic about machine learning, data analysis, and strengthening system security, seeking a Master's thesis in Generative AI that leverages expertise in Python, ML, and data analysis.
Professional Summary
Alwin Paul
AI Master's Student & Systems EngineerPassionate AI Master's student at Brandenburg Technical University with hands-on experience as a Systems Engineer at Perinet GmbH. Specialized in developing cutting-edge AI solutions, including GPT model deployment, RAG systems, and computer vision applications. Strong background in cybersecurity with proven expertise in penetration testing and threat analysis. Seeking to leverage advanced AI/ML skills and security expertise in challenging roles that drive innovation and technological advancement.
Key Strengths
Education
Master of Science in Artificial Intelligence
2022 - Present
Brandenburg Technical University, Cottbus, Germany
Key subjects: Data Mining, Deep Learning, Data Warehouse, Information Retrieval, Explainable Machine Learning, Image Processing and Computer Vision.
Bachelor of Computer Applications
2018 - 2021
Mahatma Gandhi University, Kottayam, India
Key subjects: Data Structures, Database Management Systems, Design and Analysis of Algorithms, Software Engineering, Computer Networks.
Certifications
IBM Cybersecurity Analyst Professional Certificate
- Cybersecurity Roles, Processes & Operating System Security
- Cybersecurity Compliance Framework & System Administration
- Introduction to Cybersecurity Tools & Cyber Attacks
- Penetration Testing, Incident Response and Forensics
- Cybersecurity Capstone: Breach Response Case Studies
- Network Security & Database Vulnerabilities
Professional Experience
Working Student - Systems Engineer
July 2024 - Present
Perinet GmbH, Cottbus, Germany
- Explored GPT model deployment on resource-constrained ARMv7 Cortex-A8/A9 devices; evaluated frameworks like llama.cpp, TinyLlama, and WebAssembly (WASM) for on-device inference.
- Analyzed architectural constraints and software incompatibilities of 32-bit ARM architectures.
- Developed an intent-based chatbot using Natural Language Processing (NLP) techniques as an alternative solution under hardware limitations.
- Created a Retrieval-Augmented Generation (RAG) system using Python, Ollama, and Llama model.
- Integrated company product documentation into the RAG system, establishing a knowledge base for efficient information retrieval.
Cybersecurity Engineer Internship
May 2022 - July 2022
Virtually Testing Foundation
- Implemented red/blue team tactics and operationalized the MITRE ATT&CK framework to fortify threat detection and prevention strategies.
- Utilized Splunk for in-depth big data analysis, identifying and mitigating security threats efficiently.
- Engaged in comprehensive training sessions covering OWASP Top 10 vulnerabilities, Android hacking, and Linux backdoors.
- Developed a foundational understanding of OSINT, enabling proactive detection and response to security threats.
Key Projects
AI/ML Football Analysis System
- Implemented YOLO-based object detection and ByteTrack for robust tracking, demonstrating the ability to apply AI techniques to complex real-world scenarios.
- Utilized K-Means clustering and Optical Flow techniques, showcasing proficiency in applying various AI algorithms.
- Developed performance metric modules, indicating the capability to derive and implement methods for optimization in dynamic environments.
Achievements
TryHackMe Platform
March 2020 - Present
- Completed 112 rooms and earned 15 badges on TryHackMe, showcasing dedication to cybersecurity skill development.
- Ranked among the top 1% of users on the platform, reflecting a proactive approach to mastering enumeration and exploitation techniques.
Google Cloud Program
August 2020 - November 2020
- Demonstrated understanding of high-scale applications such as Google Search, Gmail, and YouTube.
- Developed comprehensive grasp of core concepts, including computing, application development, big data, and machine learning in cloud environments.
Portfolio
- All
- Projects
- Achievements
Skills
Comprehensive technical expertise spanning AI/ML, programming, cybersecurity, and system administration. Proven ability to work with cutting-edge technologies and implement innovative solutions in real-world scenarios.
Programming & Development
- Python
- TensorFlow
- PyTorch
- Pandas
- NumPy
- Scikit-learn
- OpenCV
- Matplotlib
AI & Machine Learning
- Generative AI
- Deep Learning
- Computer Vision
- Natural Language Processing
- GANs
- YOLO Object Detection
- Data Mining
- Explainable AI
Cybersecurity
- MITRE ATT&CK Framework
- Penetration Testing
- OSINT
- Vulnerability Assessment
- Security Analysis
- Splunk
- Network Security
- Incident Response
Tools & Technologies
- Linux/Unix Systems
- Git & Version Control
- Docker & Kubernetes
- MySQL & PostgreSQL
- Postman
- Ollama
- WebAssembly (WASM)
- Cloud Platforms
Languages
Research Interests
Contact
Feel free to contact me through any of these methods: