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Assessing your cultural and operational fit
Sacha Dehe Intelligence
Frontend Developer
June 22, 2026 – Present
MediaPipe.js-Face-Mesh-and-3D-rendering
January 8, 2026 – Present
This project implements a sophisticated real-time facial analysis tool using MediaPipe Face Landmarker. It features 2D face masking (extracting the face from the video), 3D head pose estimation (visualized via a 3D cube), and a liveness detection system (tracking blinks and nods).
View ProjectNamed-Colors
December 1, 2025 – December 2, 2025
Named colors conventions and json database for developper
View ProjectSFace-with-VectorDatabase-LFW-Tests
September 2, 2025 – October 29, 2025
Python face recognizer with LFW dataset (vectorDB-backed, fast & accurate)
View Projectpy2pyd
March 17, 2025 – Present
Cross-platform .py file to shared library compiler, .pyd (Windows) or .so (Linux).
View Projectdarknet-compiled-dll-windows-10-64
January 16, 2023 – January 16, 2023
compiled dlls CPU and GPU to use with python on windows 10 64bits
View ProjectDlib
November 20, 2021 – Present
Dlib compiled binary (.whl) for python 3.7, 3.8, 3.9 for windows x64
View ProjectBAT-WIFI_PASSWORD_DISPLAY
May 15, 2020 – May 15, 2020
Windows .bat one liner to see network and saved password
View Projectyoutubesearch.bat
November 19, 2018 – November 19, 2018
An hybrid BAT/VBS youtube searcher
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal, self-directed projects, particularly in areas like computer vision, system utilities, and compilation. While this demonstrates initiative and technical curiosity, there is limited evidence of collaborative work or contributions to larger team-based projects. The diversity of projects (Python utilities, facial recognition, batch scripts) indicates a broad technical interest, but the direct alignment with a typical 'Frontend Developer' cultural fit, which often emphasizes UI/UX collaboration and user-centric design, is not strongly evident from the project descriptions alone. The current role as 'Frontend Developer' is a positive indicator for role alignment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's projects are primarily technical and personal, offering limited insight into collaboration, communication, or stress handling.