Research, internships, and work I've done.
HCI Lab
Researching domain-generalizable meta-learning architecture for physiological stress detection (EDA/HRV), utilizing latent feature optimization to minimize distribution shifts and triggering closed-loop interventions via signal-derived state policies.
Sep 2025 — Present
MAPS Lab
Researching species-conditioned temporal Transformer models for ballast-water–mediated marine bioinvasion risk in the North Atlantic, focusing on non-stationary spatio-temporal sequence modeling and probabilistic estimation of species survival risk.
May 2025 — Present
RBC Borealis (Let's Solve It Program (LSi))
Prototyped a non-stationary Bayesian SDE model to reconstruct sparse biological trajectories (N=6) from daily satellite covariates (SST, PAR), implementing custom joint posterior inference to rigorously validate forecast reliability via CRPS metrics.
Oct 2025 — Dec 2025
TD Bank Group
Authored an internal white paper defining a multi-agent AI framework (using MCP) for regulated financial data environments, researching methods to mitigate LLM 'black box' risks and ensure interpretability across multiple automated workflows.
Sep 2025 — Dec 2025
Dalhousie Space Systems Lab (DSS)
Wrote Python pipelines to process satellite imagery for the payload team; used GDAL and Rasterio to correct geometric distortions.
Feb 2025 — Jul 2025
Seaspan ULC
Automated bulk data transformations using Python/SQL to optimize ETL pipelines, reducing manual work by 70%, and prototyped a RAG system with LangChain and SpaCy to execute semantic search across semi-structured metadata websites and documentation.
Jan 2025 — Apr 2025
Omdena (Humanitarian OpenStreetMap Team)
Built a cascaded inference pipeline injecting YOLOv9 bounding-box centroids as sparse prompts into Meta's SAM2 for zero-shot segmentation, implementing efficient data serialization caching strategies to drastically minimize critical I/O latency bottlenecks.
Jan 2025 — May 2025
Neuroimaging Probe Placement - Dalhousie University
Prototyped a non-invasive brain mapping method to identify probe placement spots by researching existing techniques and implementing a facial landmark-based approach.
Jan 2024 — Apr 2024
Personal projects and open source stuff coming soon.
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