Engineering Lab
08 / LAB
Engineering lab
Working hypotheses and prototypes, clearly separated from completed résumé and project evidence.
In Progress
RAG Evaluation System
Retrieval quality for the Headstarter semantic-search work can be measured with ranked results and usage signals instead of anecdote.
Prototype
CCTV Semantic Search
YOLOv8 detections plus embeddings over footage metadata can return timestamped, ranked investigation results faster than linear review.
Completed
Sentinel Ingestion Accuracy
KQL schema checks and cross-source correlation catch malformed non-native telemetry before it lands in detection tables.
Proposed
Deep Learning Model Comparisons
Coursework in Machine Learning and Deep Learning can be turned into a repeatable comparison of model families on a fixed evaluation set.
Proposed
Machine Unlearning Laboratory
Planned lab: test whether a trained retrieval or vision model can forget a specified subset without a full retrain.
Proposed
Multi-Agent Cybersecurity Simulation
Planned lab: simulate attacker/defender agents against the kinds of telemetry pipelines used in the Shaw Sentinel work.