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iambilalfaisal/README.md
Bilal Faisal — AI Architect & Data Scientist hero banner

Location Role Education Certification Open to Work

👋 About

I'm a Data Scientist and Associate Software Engineer focused on architecting intelligent, production-grade systems — I care more about pipelines that ship than ones that only work in a notebook. At Acme One, I contribute individually to Nucleus One, the company's core multi-module enterprise platform, after building my foundation by shadowing senior engineers across other internal systems. Independently, I'm building agentic AI workflows with LangChain and LangGraph — multi-step chains, tool-calling agents, and stateful pipelines that ship to production — including a Retrieval-Augmented Generation platform aimed at solving document-heavy bottlenecks for professional services and local firms. I'm currently deepening that expertise toward the Microsoft AI-103 (Azure AI Apps & Agents) certification.

📡 Core Tech Stack

LangChain LangGraph FastAPI Ollama LiveKit Azure AI Foundry Python .NET MS SQL Server Next.js Node.js Laravel PHP React Laragon C++

🚀 Projects

If any of these save you time or teach you something, a star helps more than you'd think — it's what makes them discoverable to the next person who needs them.

RepoWarden — Agentic AI Code Engine Stars Forks

Points a two-agent LangGraph system at any local codebase: a read-only Reviewer proposes changes, and a separate write-capable Editor is only ever constructed after you explicitly approve — the safety boundary is structural, not a prompt instruction the model has to keep honoring.

  • Two compiled LangGraph StateGraphs (Reviewer, Editor) sharing MongoDB-backed short- and long-term memory
  • Token-level streaming over Server-Sent Events, with structured tool-call/analysis/edit events
  • FastAPI backend · React + Monaco-editor frontend · custom tool definitions

Repo: RepoWarden


MFA Authentication Server — Information Security capstone Stars Forks

Want to actually understand how TOTP/HOTP work instead of just importing a library that does it for you? Every OTP algorithm here is implemented straight from the RFC spec, by hand.

  • HOTP (RFC 4226) and TOTP (RFC 6238) implemented from the spec — validated against pyotp as an independent test oracle, never used in production code
  • AES-256-GCM encrypted secret vault, Argon2id password hashing, real WebAuthn/FIDO2 attestation and assertion verification
  • AI anomaly-detection layer — IsolationForest scoring over login features (geo distance, impossible travel, new device, unusual hour) with Claude-generated plain-language alerts
  • Streamlit admin dashboard for users, auth logs, and anomaly alerts

Repo: Multi-Factor-Authentication-Protocols


Document Intelligence Platform for Professional Services (In Development) Stars Forks

Ask your firm's own documents a question in plain English and get a cited answer back — instead of digging through folders. Built for law firms and accounting practices buried in paperwork.

  • Retrieval — Azure AI Search over indexed firm documents
  • Generation — Azure OpenAI Service, grounded strictly in retrieved context
  • Ingestion — Azure AI Document Intelligence + Blob Storage for multi-format document processing
  • Trust layer — inline citations back to source paragraphs on every answer
  • Access control — Microsoft Entra identity integration

Built on top of Microsoft's production RAG reference architecture, which I forked and am extending toward this vertical use case. Repo: Project-Ease


Automated Information Security Risk Assessment Platform — UMT InfoSec semester project, Spring 2026 Stars Forks

Turns a NIST SP 800-30 risk assessment from a spreadsheet exercise into a working app — asset inventory, live CVE matching, and auto-generated reports. Handy if you're studying for a security certification or building your first GRC tool.

  • Risk engine covering asset, threat, and vulnerability management with live CVE lookups via the NVD API
  • LLM-generated control recommendations (Claude, with a rule-based fallback when no API key is configured)
  • Automated PDF reporting — risk register, cost-benefit analysis, and compliance checklists
  • Flask REST API backing a Streamlit UI, with a React frontend also included

Repo: Automated-Information-Security-Risk-Assessment-Platform

💼 Experience

Acme One · Lahore, Pakistan · 1 yr+

Associate Software Engineer · Full-time · Mar 2026 – Present Contributing independently on Nucleus One — a production enterprise platform built on a React 18/TypeScript frontend and ASP.NET Core 8 / SQL Server backend — as one of the most active engineers on a 7-person team, #2 by commit volume across both repositories.

  • End-to-end delivery: built Project-One entirely — database schema, backend logic, and frontend, including core workflow components like the work item management drawer
  • Service architecture: authored core HR module services — employee onboarding, offboarding, and evaluation workflows — plus its database schema deployment
  • Platform security: built the authentication controller for the Nucleus One core platform
  • Production deployment: took TimeTrace to production, including its backend reporting engine

Artificial Intelligence Intern · Jul 2025 – Mar 2026 Engineered and deployed a Retrieval-Augmented Generation (RAG) chatbot directly into Nucleus One, enabling natural-language interaction with internal company data — the internship converted into the full-time Associate Software Engineer role above.

📜 Certifications

  • AI-103 — Designing and Implementing a Microsoft Azure AI Solution (in progress)
  • Claude Code in Action — Anthropic, 2026
  • Claude Code 101 — Anthropic, 2026
  • AI Fluency Framework & Foundations — Anthropic, 2026
  • AI Capabilities and Limitations — Anthropic, 2026
  • Claude 101 — Anthropic, 2026

📊 GitHub Analytics

GitHub Stats Top Languages
GitHub Streak
3D contribution cityscape 3D isometric render of my commit history



Jet flying over GitHub contribution heatmap A jet flying over my real contribution grid, firing on the busiest days

🧬 Life & Code

Discipline outside the IDE is the same discipline that ships code on time.

🏋️ Training 📚 Currently Reading 🌍 Beyond the Desk
A two-muscle-group split, every session, chasing real strength and physique — currently in training for a marathon, with an actual finish position in mind, not just finishing. The Psychology of Money, Rich Dad Poor Dad, Genius Makers, The Subtle Art of Not Giving a Fck*, plus books on dark psychology and persuasion. Cricket, futsal, football, badminton, table tennis. Speak English, Punjabi, and Urdu, and read Arabic. Big on travel, cars, and multitasking by default.

"Sab bikta hai, sab khareedoon ga." — everything is for sale, and I'll buy it all.

📫 Connect

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Popular repositories Loading

  1. Portfolio Portfolio Public

    Personal portfolio — AI Engineer & Full-Stack Developer

    TypeScript 1

  2. Azteca_chatbot Azteca_chatbot Public

    Azure OpenAI-powered customer service chatbot (Gradio UI) for a restaurant — custom system prompt and knowledge base.

    JavaScript 1

  3. Automated-Information-Security-Risk-Assessment-Platform Automated-Information-Security-Risk-Assessment-Platform Public

    NIST SP 800-30 risk assessment platform — Claude API + NVD CVE lookups + Flask + React + Streamlit + automated PDF reporting

    Python 1

  4. Multi-Factor-Authentication-Protocols Multi-Factor-Authentication-Protocols Public

    MFA server: HOTP/TOTP from RFC spec, AES-256-GCM vault, WebAuthn/FIDO2, Isolation Forest anomaly detection with LLM alerts

    Python 1

  5. Project-Ease Project-Ease Public

    Forked from Azure-Samples/azure-search-openai-demo

    Multi-tenant AI legal practice management platform for Pakistani law firms — RAG document search over case archives plus a full case/matter management ERP.

    Python 1

  6. iambilalfaisal iambilalfaisal Public

    Building data-driven applications, multi-tenant document intelligence tools, and complex AI orchestration systems.

    JavaScript 1