Hey there! I'm Rakshita Mathur, an AI enthusiast, software developer, and cybersecurity learner, on a mission to bridge the gap between AI and cybersecurity. Holding a B.Sc. Honors in Computer Science from the University of Ottawa, I'm passionate about expanding my expertise in cloud computing and cybersecurity. I’m actively working on hands-on projects, labs, and certifications to continue growing my skill set and making an impact in these dynamic fields.
- AI & Machine Learning: From designing intelligent models using Graph Neural Networks (GNNs) to building high-performance systems with Convolutional Neural Networks (CNNs), I leverage cutting-edge techniques to solve real-world challenges.
- Software Development: Crafting robust, scalable applications with Python and Java, focusing on efficient design and seamless user experiences.
- Cloud & Security: Gaining hands-on expertise in AWS cloud solutions, enhancing system security, and applying best practices in cloud security and cybersecurity frameworks.
- Network Security & Penetration Testing: Conducting in-depth exploration of network security protocols using tools like NMAP, Wireshark, iptables, SNORT, and performing vulnerability assessments and penetration testing to secure systems.
| Project | Description |
|---|---|
| 🕵️ Community Detection Using GNN | Conducted Social Network Analysis on GitHub user data (37,000 nodes), achieving 87.82% accuracy in binary node classification. |
| 🔍 Information Retrieval System | Built a robust document retrieval system using Python, NLTK, and TF-IDF. |
| 🖼️ Image Classification Using CNN | Developed an image classification model with TensorFlow on the CIFAR-10 dataset. |
| 💻 Cryptographic Algorithms | Implemented various cryptographic algorithms and protocols in Python, including RSA, DSA, ECDH, and HMAC. . |
| 🔐 Cybersecurity Labs | Gained hands-on experience with network security, penetration testing, and system vulnerabilities through a series of structured cybersecurity labs. These labs cover topics like NMAP, Wireshark, buffer overflows, and privilege escalation. |
- 📜 AWS Security - Specialty Certification (SCS-C02) (In Progress)
- 📜 AWS Solutions Architect Associate (SAA-C03)
- 📜 Google Cybersecurity Professional Certificate
- 📜 IBM AI Engineering - Deep Learning, Scipy, Scikit-Learn, Apache Spark
- 📜 Applied Data Science by IBM - Data analysis, visualization, and ML
- 📜 Statistics with Python - Advanced statistical modeling & inference
- 📜 Python for Everybody - Full-stack Python development
🎖️ Credly Profile Rakshita Mathur's Credly Achievements
I'm continuously diving deeper into AI research, cloud security, and cybersecurity. Let's collaborate and build something amazing!
- 📧 Email: rakshita.mathur3600@gmail.com
- 💼 LinkedIn: Rakshita Mathur
- 🏡 Website: Portfolio
