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Assessing your cultural and operational fit
cyguide
May 3, 2026 – Present
A context-aware TUI platform for cybersecurity learning and modular tool orchestration.
View Projectmicrograd-impl
February 15, 2025 – February 15, 2025
Micrograd is a lightweight autograd engine and neural network implementation inspired by micrograd by Andrej Karpathy. It features automatic differentiation, a simple multi-layer perceptron (MLP), gradient descent optimization, and computation graph visualization using Graphviz.
View Projectweb-scanner
January 7, 2025 – January 23, 2025
A comprehensive web security scanning tool built with Python. Features automated vulnerability assessment, security headers analysis, information disclosure detection, and detailed HTML reporting. Includes real-time scan progress monitoring and concurrent scanning capabilities.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and open-source contributions, indicating a self-driven and curious individual. The diversity of projects (cybersecurity tools, machine learning implementation) suggests a broad technical interest. However, the lack of team-based projects or professional experience makes it difficult to fully assess cultural fit for a collaborative environment. The target role 'Data Scientist' aligns with the 'micrograd-impl' project, but other projects are more cybersecurity-focused.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate an ability to work independently on complex technical challenges.