I work with clients to build and deliver what matters most to their line of business. I prioritize simplicity while considering scalability.
- 🌍 I'm based in Halifax, Nova Scotia
- ✉️ You can contact me at orcascope@gmail.com
- 🧠 I'm currently learning Nvidia - Agent Dev Kit
- 👥 I'm looking to collaborate on Fine Tuning, Agentic AI
PDF_RAG_on Google Cloud — Document Q&A over a bucket of PDFs, served as a FastAPI endpoint. BigQuery-native: Document AI OCRs the PDFs from SQL through a remote model, chunks are embedded with Vertex text-embedding-005 and answers generated by Gemini grounded in the retrieved chunks.
Products_REST API — A production grade RestAPI implementation in python FastAPI with JWT auth.
Benchmarking Databricks — The databricks cost study I performed over the tpch100-H dataset and queries.
I write about data platform trade-offs and architecture decisions for real-world deployments:
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Migrating Azure Synapse into Databricks — How can we easily migrate the synapse/adf pipelines into Databricks workflows with the power of LLMs → Read on LinkedIn(https://www.linkedin.com/feed/update/urn:li:activity:7396966646743003136/)
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A look at the Performance of Databricks Job Clusters using various compute engines] — Yet another benchmarking that helped me understand more about Duckdb and Databricks Job clusters → Read on LinkedIn(https://www.linkedin.com/feed/update/urn:li:activity:7391928758498185217/)