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Focusing
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  • Halifax
  • 00:13 (UTC -03:00)

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orcascope/README.md

Hi My name is Arshadh

Building Data Engineering & Backend Python Systems

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

Skills

Core Development

Python SQL FastAPI Kafka

Cloud & Platforms

Azure Snowflake Databricks

AI / Agent Orchestration

LangChain LangGraph Vertex AI

Socials

GitHub LinkedIn Tableau

Featured work

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 vs DuckDB cost study I did over the tpch100-H dataset and queries.

pdf_rag_gcloud products_restapi tpch100_db

Writing

I write about data platform trade-offs and architecture decisions for real-world deployments:

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  1. agent_retrieval_vector_search agent_retrieval_vector_search Public

    RAG using VectorSearch V1beta in a nice UI and packaged as container for easy deployment to Google CloudRun

    Python

  2. products_restapi products_restapi Public

    A Restful API implementation using FastAPI +JWT, Redis caching, pagination in a neatly layered single responsibility structure.

    Python

  3. SnowKill SnowKill Public

    Forked from littleK0i/SnowKill

    Realtime monitoring of running, queued and blocked queries in Snowflake

    Python

  4. SparkArrowFlight SparkArrowFlight Public

    Forked from BryanCutler/SparkArrowFlight

    Example for simple Apache Arrow Flight service with Apache Spark and TensorFlow clients

    Scala

  5. tpch100_db tpch100_db Public

    Python

  6. MrPowers/chispa MrPowers/chispa Public

    PySpark test helper methods with beautiful error messages

    Python 773 81