A Siamese CNN model developed in Keras and TensorFlow for hand signature verification. The system compares two signature images and outputs a confidence score with a valid/invalid classification. Fine-tuning capabilities allow updating the model with new signature data to improve accuracy.
Osho Raj Sheelup
Cybersecurity Researcher · B.Tech Student · Full-Stack Developer
B.Tech Computer Science student specializing in Cybersecurity with a passion for offensive security and secure system architecture. Bridging the gap between software development and ethical hacking to build resilient applications.
Security & Development Focus
As a B.Tech student specializing in Cybersecurity, my approach to technology is rooted in understanding how systems can be both built and broken. My background spans from developing Django-based CMS backends and Linux monitoring tools to deep-diving into Vulnerability Assessment and Penetration Testing (VAPT).
I actively utilize tools like Burp Suite, Metasploit, Nmap, and OWASP ZAP to assess network and application security. By combining my hands-on experience in Python, RESTful APIs, and Machine Learning with offensive security tactics, I aim to design software architectures that are not only functional and efficient, but secure by design from day one.
What I Work With
Projects
Developed a self-hosted FastAPI microservice that extracts business contact information from Google Maps and arbitrary websites using a headless Playwright browser. It utilizes multi-strategy extraction (including BeautifulSoup and regex) and pipes the enriched data into n8n workflows for automated Google Sheets export.
Developed a Django-based CMS in Python to manage shop inventory and order history. Implemented user authentication with role-based access control, and MySQL-backed data storage to ensure secure and efficient stock management.
Built a Python-based Linux server monitoring application to track CPU, memory, and disk usage in real time. Implemented RESTful APIs to expose system metrics, enabling remote monitoring and integration with other services.
Experience
Skydot Infotech
CertificateSoftware Development Intern · Jun 2024
Developed a Django-based CMS in Python to manage shop inventory and order history. Implemented user authentication, role-based access, and backend logic for secure stock tracking and data management.
Accure.ai
CertificateMachine Learning Intern · Jul 2024
Developed and trained a Siamese CNN model using Keras and TensorFlow for hand signature verification. The system compares two signature images and outputs a confidence score with valid/invalid classification.