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AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
NN1
April 3, 2026 – Present
Neural network from scratch using NumPy to classify handwritten digits (MNIST) without TensorFlow or PyTorch.
View ProjectSFhub
February 1, 2026 – Present
SFhub – An open-source platform for sharing, licensing, and discovering short film stories and movie reviews.
View Projectcber-analyzer
October 28, 2025 – October 28, 2025
A Java-based command-line cybersecurity tool that detects suspicious login attempts, repeated authentication failures, and potential brute-force attacks from system logs in real-time. Built as a Data Structures and Algorithms (DSA) project.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and academic, showing a strong inclination towards self-learning and exploration. The diversity of projects (cybersecurity tool, neural network, general Java projects) indicates a broad interest, but a lack of collaborative or team-based projects makes it difficult to assess cultural fit in a professional team setting. The target role is 'Data Scientist', and while there's a relevant project ('NN1'), the majority of projects are Java-centric, suggesting a potential misalignment or a need for further specialization in data science tools and methodologies.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.