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About
AI Systems Engineer based in Montreal, building production-grade intelligent systems.
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Post
Hello Platform
A placeholder post demonstrating the file-backed MDX content structure.
Project
Trellion — AI Hiring Intelligence Platform
AI-native B2B SaaS platform that replaces manual resume screening and early-stage interviews with automated evaluation pipelines, LLM-based interview analysis, and candidate ranking systems.
Project
CanNews — Immigration News Intelligence
End-to-end news intelligence pipeline ingesting 23 sources with OpenAI-powered summarization, Elasticsearch semantic search, REST APIs, and Telegram delivery.
Project
AI-Powered Pet-Caregiver Matching
Production FastAPI backend combining multi-layer rule filtering with a structured 22-question rubric evaluated by an LLM agent for compatibility scoring. Powering 100+ monthly bookings.
Project
Chronos-Powered Crypto Forecasting & Trading
End-to-end BTC/USDT futures forecasting pipeline combining Amazon Chronos-2, LightGBM quantile models, regime-aware strategy logic, and walk-forward backtesting.
Project
GNN-Based Pharmacological Interaction Engine
Graph neural model predicting drug interaction severity using SMILES-based molecular graphs and RDKit descriptors. Benchmarked GAT, GIN, and MPNN variants across 16,000+ structures.
Research
ViTHL: Vision Transformer-Based Hybrid Localization for Humanoid Robots
A hybrid localization approach combining vision transformers with traditional geometric methods for robust self-localization of humanoid robots in RoboCup competition environments.
Research
Street-Level Urban Air Temperature Dataset Across European Networks
Comprehensive compilation and quality assessment of street-level urban air temperature measurements across European monitoring networks, published in Scientific Data (Nature Portfolio).