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Founding Lead AI Architect @ Stealth | ex-Researcher @ UC Berkeley | NVIDIA Jetson AI Research Lab | Intel Edge AI Certified | NVIDIA 5x Certified
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
vector-advanced-ai
May 13, 2023 – December 4, 2023
Vector with Advanced AI compatibilities
View Projectyolov8-deepstream-6-1
January 11, 2023 – January 23, 2023
YOLOv8 by Ultralytics in DeepStream 6.1
View ProjectCenterface-Deepstream
May 27, 2021 – June 13, 2021
Centerface ONNX accelerated with Deepstream 5.1
View ProjectYOLOv4-Deepstream
April 13, 2021 – April 15, 2021
YOLOv4 accelerated wtih TensorRT and multi-stream input using Deepstream
View ProjectActivity-Recognition-TensorRT
April 6, 2021 – July 23, 2021
3D ResNet Video Classification accelerated by TensorRT
View ProjectYOLOv4-OpenCV-CUDA-DNN
January 2, 2021 – February 25, 2021
Run YOLOv4 directly with OpenCV using the CUDA enabled DNN module.
View ProjectHermes-Deepstream
December 25, 2020 – April 8, 2021
Hermes is a Wildfire detection system that utilizes Computer Vision and is accelerated using NVIDIA Deepstream
View ProjectBeatbox-Classifier-Mel-Spectogram
December 16, 2019 – December 16, 2019
Classify Beatbox Genre using Mel Spectograms and Resnet18 Classifier
View ProjectShredFPSOpponents
August 23, 2019 – December 8, 2022
Pipeline Game Input to YOLOv3 Object Detection to detect opponents.
View ProjectCultural Fit Analysis
The candidate's projects are exclusively personal and heavily focused on Computer Vision and Deep Learning acceleration. While this demonstrates strong technical initiative, the lack of diverse project types (e.g., data engineering, MLOps, traditional machine learning, or collaborative projects) and the absence of professional experience make it difficult to assess cultural fit, adaptability to different team structures, or broader problem-solving approaches beyond their specific niche. The projects align well with a highly specialized Data Scientist role focused on CV/DL inference.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions indicate a strong focus on technical implementation and problem-solving, but no information is available regarding teamwork, communication, or project management styles.