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
Dalhousie University
Applied Sequential Monte Carlo and MCMC sampling to model SCA7 disease progression, fitting patient-level biomarker trajectories from sparse longitudinal clinical data to quantify stage-level progression rates.
Jan 2025 — Present
RBC Borealis (LSi – Cohort Fall 2025)
Built a PySpark ingestion pipeline over three enterprise sources, trained scikit-learn classifiers with stratified cross-validation to categorize 40k records by type, and published structured labeled datasets to PostgreSQL.
Oct 2025 — Dec 2025
TD Bank Group
Built a Python pipeline querying Oracle records via parameterized SQL, applied Pandas and NumPy to extract statistical features and flag anomalous entries, and produced structured summaries for downstream analysis.
Sep 2025 — Dec 2025
Tic Tec Toe (CSCI 3691 Client)
Built a full-stack document management application with a PostgreSQL backend that enforced role-based access controls over versioned metadata records and supported structured queries over archived content.
May 2025 — Aug 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
Built an AI agent with LangChain and Pinecone that indexed 691 unstructured technical documents, extracted structured fields from free-text records, and returned cited results via a query endpoint.
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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