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ad25343/README.md

Hi, I'm Aravind 👋

Data & AI infrastructure engineer focused on enterprise tooling, workflow automation, and LLM observability.

🔨 Featured Projects

Project Description
GlassBox LLM observability platform — behavioral conformance scoring, drift detection, and model comparison for Claude, OpenAI, and Gemini
Autosys-to-Airflow Migration tool that converts AutoSys JIL job definitions into production-ready Apache Airflow DAGs
InformaticaProjectAnalysis Pre-conversion analysis engine for Informatica PowerCenter — maps dependencies, identifies patterns, and generates migration strategy docs
InformaticaConversion Automated ETL conversion tool for migrating Informatica PowerCenter workflows — pattern-based transformation with test automation

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  1. ad25343 ad25343 Public

  2. InformaticaConversion InformaticaConversion Public

    AI-powered pipeline to convert Informatica PowerCenter mappings to modern data stacks (Spark, dbt, Snowflake). Automated documentation, analysis, security review, and test generation.

    Python

  3. GlassBox GlassBox Public

    Spec-driven development for GenAI applications. A working reference implementation showing behavioral spec, conformance scoring, drift detection, and model comparison — all running together.

    TypeScript

  4. InformaticaProjectAnalysis InformaticaProjectAnalysis Public

    Pre-conversion analysis engine for Informatica PowerCenter estates. Reads N mapping XMLs together, identifies cross-mapping patterns, builds dependency graphs, groups structurally similar mappings …

    Python