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sk7-dev/README.md

Hello, I'm Shiv

Typing SVG

How I work

How I work: Research → Prototype → Measure → Ship → Iterate

My Toolbox

Python, SQL, Databricks, Snowflake, dbt, Apache Spark and Apache Airflow
Apache Kafka, PostgreSQL, PyTorch, scikit-learn, Hugging Face, OpenAI API and LangGraph
MLflow, AWS, Microsoft Azure, Docker, Kubernetes and GitHub

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  1. Azure_Business_Analytics_Pipeline Azure_Business_Analytics_Pipeline Public

    End-to-end Azure data engineering pipeline that ingests on-prem SQL Server data through a Bronze→Silver→Gold Medallion architecture (ADF, Databricks, Data Lake Gen2, Synapse) and delivers a Power B…

  2. Job_Post_Bot Job_Post_Bot Public

    Lightweight Python bot that watches career sites (Greenhouse, Lever, Ashby, Workday, Phenom), filters roles by keyword and location, and sends new-job alerts to Discord.

    TypeScript

  3. Multimodal_Data_Research Multimodal_Data_Research Public

    Research study testing whether multimodal ML (structured EHR + chest X-rays) improves pneumonia detection, comparing XGBoost, CNN/ResNet-18, and a two-stage fusion model on the Symile-MIMIC dataset…

    Jupyter Notebook

  4. MagiQuill MagiQuill Public

    A GPT-style transformer language model built and trained from scratch across multiple datasets, with iterative tuning (weight decay, dropout, LR scheduling) that reduced validation loss by up to ~34%.

    Python

  5. Student_Housing_Project_AIS-x-Microsoft Student_Housing_Project_AIS-x-Microsoft Public

    Microsoft Fabric end-to-end analytics prototype that simplifies student-housing decisions; built by ~20 AIS CSULB students over 4 months with a fully automated Medallion ETL. Led the Data Engineeri…

    Jupyter Notebook

  6. Stream-Rec_AI Stream-Rec_AI Public

    Real-time streaming recommendation system with a data producer, streaming pipeline, trained ML models, and a frontend app.

    Python