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idrak-dareshani/README.md

👋 Welcome to My Profile

I am a SQL Server Architect, MES/MRP Specialist, and Applied AI Practitioner with over two decades of experience designing, optimizing, and documenting complex software architectures and data systems.

Currently, through my independent consulting initiative Basirah-AI, I help manufacturing and technology-driven businesses build high-performing database systems, author audit-ready compliance documentation, and implement practical, responsible AI applications.


🏛️ Core Expertise & Service Pillars

  • SQL Server Architecture & Reporting: Database Administration (DBA), custom SSIS/ETL data integration, performance tuning, and operational reporting (SSRS/Power BI) tailored for MES, MRP, and ERP environments (including Epicor).
  • Technical & Regulatory Compliance: Authoring clear, audit-ready software architecture documentation, SOPs, user manuals, and compliance frameworks aligned with ISO and FDA standards.
  • Applied AI & Process Automation: Developing focused AI-driven tools, intelligent document workflows, and automated pipelines to help businesses streamline operations responsibly.
  • Technical & Project Leadership: Over 20 years of experience managing project lifecycles, leading cross-functional engineering teams, and managing client-technical communications.

🧰 Technical Competencies

Data Engineering & Databases

  • RDBMS: SQL Server (Architecture, DBA, SSRS, SSIS, Replication, Optimization), T-SQL, MySQL, PostgreSQL
  • ERP & Manufacturing Systems: MES, MRP, Epicor ERP Integration
  • Data Analytics & BI: Power BI, Tableau, Data Modeling, Custom ETL Pipelines

Software Engineering & Cloud

  • Languages: Python, C# (.NET Core / ASP.NET MVC)
  • Frameworks & APIs: FastAPI, React, Microservices Architecture
  • Cloud & DevOps: Azure, AWS, GCP, Virtual Server Management, Git, CI/CD Workflows

🤖 Applied AI & Generative AI Exploration

Building upon my foundational software and database architecture experience, I actively apply modern AI concepts to solve real-world industrial and operational problems:

  • Agentic AI & Multi-Step Automation: Experimenting with autonomous agent frameworks for reasoning and workflow orchestration.
  • Intelligent Document Processing: Leveraging LLMs for automated generation of technical specs, regulatory documentation, and operational summaries.
  • Applied ML Solutions: Exploring predictive models for defect detection, yield analytics, and operational intelligence in manufacturing contexts.
  • Prompt Engineering & Rapid Prototyping: Utilizing structured prompting techniques, low-code/no-code tools (e.g., Make.com), and AI-assisted development platforms for agile delivery.

📜 Certifications & Continuous Learning

  • Introduction to Cloud Computing
  • Machine Learning Level 2 (In Python)
  • Data Science A-Z
  • Tableau 2024 A-Z
  • AI Engineering Essentials

🧭 Personal Interests

Outside of work, I regularly listen to Qur’an lectures and reflect on their lessons to strengthen my personal development and contribute positively to my family and community.

Pinned Loading

  1. interview-practice interview-practice Public

    AI Powered Interview Practice App with Feedback

    Python

  2. stock-advisor stock-advisor Public

    A financial advisor application based on Alpha Vantage API

    Python

  3. personal-assistant personal-assistant Public

    A ChatGPT like UI which uses local LLM using Ollama

    Python

  4. transcribe-audio transcribe-audio Public

    Transcribe Urdu Quran lectures of Israr Ahmed

    Python

  5. transcribe-youtube transcribe-youtube Public

    Download, Transcribe and Summarize YouTube videos

    Jupyter Notebook