James Leopore

Software developer focused on ML, imaging and visualization

Rapid prototyping and exploratory UI development

Fields:
Biometrics and pattern analysis
Developed MVP/patent for mobile fingerprint capture system
DFT/Wavelet analysis, contrast enhancement, lighting normalization, denoising
Surface geometry and texture analysis, novel pattern matching and retrieval systems
Software-hardware integration for light-sensing, ultrasonic, and spectroscopic instruments
Novel collision resolution system for world’s largest biometric database
Video markup and visualization tools for DNN models
-Gannon Technologies
-Sciometrics
-Scio LLC

Computer vision, autonomous navigation and robotics
Camera calibration, visual odometry, motor control, PCB layout/population/rework
Mapping and reprojection, GDAL, kinematics and path planning
-Team Gather, NASA Sample Return Robot Challenge

Other domain expertise:
Healthcare (built incident reporting system and geospatial stats visualizations at VA hospital system)
Risk (actuarial exams in probability and financial math, porting and optimization of licensed Excel/Octave/R code)
Enviromental chemistry and electrochemistry
Electronic sensors and data acquisition

Languages:
C# (desktop GUI apps, web services)
Python (PyTorch, OpenCV, Scikitlearn)
C (microcontroller apps on PIC, STM32, HC08; shaders/HPC kernels)
Verilog (Altera/Intel devices)
Others: Javascript (vanilla ES7+), Lua, some bash

Client-side: Android Java/NDK apps, Xamarin, Winforms/WPF, HTML5, OpenGL/WebGL
Deployment: Docker/docker swarm, .Net Core, Linux cli tools, some SQL