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SaadH-077/README.md

Typing SVG

LinkedIn Portfolio Gmail Uni Saarland


About Me

class SaadHaroon:

    university  = "Universität des Saarlandes, Saarbrücken 🇩🇪"
    degree      = "MS Computer Science  (Apr 2026 – present)"
    undergrad   = "BSc CS — LUMS, Lahore 🇵🇰  |  CGPA 3.67  |  Distinction"
    honours     = "Dean's Honour List 2022–2025"

    expertise   = [
        "Agentic AI & Multi-Agent Systems",
        "LLM Engineering & RAG Pipelines",
        "Adaptive Learning & Domain Adaptation",
        "Generative AI  (Diffusion · TTS · TTV)",
        "Computer Vision & 3D Reconstruction",
        "Full-Stack AI Product Development",
    ]

    shipped = {
        "AI Agents @ GoSaaS":  "Production · Oracle Marketplace 26B & 26C",
        "Kahaani":             "Published · EACL SRW 2026",
        "F1 Nexus":            "Live at f1-nexus-wheat.vercel.app",
    }

    certifications = [
        "Oracle AI Vector Search Certified Professional",
        "OCI 2025 Certified Generative AI Professional",
        "Oracle Fusion AI Agent Studio Certified Associate",
        "Oracle Analytics Cloud 2025 Certified Professional",
    ]

    open_to = "Werkstudent / Working-Student  ·  AI · NLP · GenAI · ML"

Tech Stack

Languages

Python C++ JavaScript TypeScript Java SQL HTML5 CSS3 Bash MATLAB

Machine Learning & Deep Learning

PyTorch TensorFlow Keras scikit-learn XGBoost OpenCV ONNX Transformers YOLO ViTs GANs Diffusion Models

Agentic AI & Multi-Agent Frameworks

Oracle AI Agent Studio AutoGen CrewAI LangGraph

Generative AI, LLMs & RAG

HuggingFace LangChain OpenAI Ollama Llama Mistral Stable Diffusion FAISS ChromaDB Pinecone Prompt Engineering

Data Science & Analytics

NumPy Pandas Matplotlib Seaborn Plotly Jupyter Tableau Power BI W&B Oracle Analytics Selenium

Web, Backend & Full-Stack

Next.js React Node.js Express FastAPI MongoDB PostgreSQL Tailwind CSS Three.js Framer Motion WebSockets SQLite

Cloud, DevOps & Enterprise

Docker Kubernetes Oracle OCI Oracle Fusion Azure Git GitHub Linux Vercel Railway


Projects

Agentic AI & Enterprise

Autonomous AI Agents & Workflows  ·  GoSaaS Inc.  ·  Production Oracle Marketplace

Designed and deployed production-grade autonomous AI agents and workflow automations within Oracle's enterprise ecosystem (Fusion + OIC). Engineered specialized agents across Logistics, SCM, ERP, and Healthcare domains — one of the only engineers to successfully publish to the Oracle Marketplace, with agent templates released for the 26B & 26C product cycles.

Oracle Agent Studio OCI Agentic AI Multi-Agent Enterprise Automation Oracle Fusion

GoSaaS Financial AI  ·  GoSaaS Inc.  ·  Production LLM Application

Separate flagship product built at GoSaaS — transforms unstructured MD&A financial documents into structured intelligence using OpenAI Assistants. Designed the full data pipeline from raw document ingestion to PostgreSQL-backed structured output, with enterprise analytics dashboards in Oracle Analytics Cloud using custom semantic models and OTBI reports.

OpenAI RAG PostgreSQL Oracle Analytics Python Financial AI


ML Research

AEG-UDA  ·  Research Novel Framework

Adaptive Entropy-Guided Universal Domain Adaptation — a unified framework handling all four UDA scenarios (CDA / ODA / OPDA / PDA). Core contribution: dynamic entropy weighting that adapts the decision boundary based on source-target class overlap. Outperforms SOTA on standard benchmarks.

PyTorch Domain Adaptation Transfer Learning Entropy Optimization

Federated Learning Optimization  ·  Research Benchmarking

Comprehensive benchmark of FedAvg, FedSAM, FedGH, and SCAFFOLD across distributed edge nodes under non-IID distributions. Surfaces practical trade-offs between convergence, communication overhead, and privacy for real-world FL deployment.

PyTorch Federated Learning Privacy ML Distributed Systems

Neural compression pipeline combining structured magnitude-based pruning with knowledge distillation from a teacher model. Achieves significant parameter reduction while preserving task accuracy — targeting mobile and edge deployment.

PyTorch Model Compression Knowledge Distillation Edge ML

Road Damage Classification  ·  Applied CV

Multi-label infrastructure damage detection benchmarking ResNet50, InceptionV3, and VGG16. Custom loss weighting strategy to address severe class imbalance in real-world road survey datasets.

ResNet50 InceptionV3 Multi-label Transfer Learning


Generative AI & NLP

Kahaani  ·  Published · EACL SRW 2026 Featured · Warwick Education Fund

Multi-agent GenAI framework for co-creative children's storytelling. Integrates LLM narrative generation, TTS audio narration, and text-to-video synthesis in a single pipeline — with Urdu language support and child-safe content moderation. Developed as BSc capstone at LUMS and published through CSaLT.

PyTorch Transformers TTS TTV Urdu NLP Multimodal AI FastAPI React

F1 Nexus  ·  Live Full-Stack AI

Full-stack F1 intelligence platform — XGBoost race predictor, Monte Carlo tyre simulator, Llama 3.2 AI analyst, lap-by-lap telemetry, historical constructor data (1950–present), and automated session email reminders.

Next.js FastAPI XGBoost Llama 3.2 Docker

Legal Aid  ·  RAG Application

RAG-powered legal document analyzer on Mistral 7B. Ingests statutes and contracts into a FAISS vector store; answers natural-language queries with source attribution.

Mistral 7B LangChain FAISS RAG HuggingFace

SmartCourse Advisor  ·  RAG Application

LLM-powered academic planning engine. Ingests course syllabi and student profiles; generates personalised academic roadmaps using Retrieval-Augmented Generation via LangChain.

LangChain RAG LLMs Vector Search


Computer Vision

Vision3D — Landmark Reconstruction  ·  3D Computer Vision

Reconstructs 3D landmark models from 2D image sets using ORB feature detection, triangulation, bundle adjustment, and mesh generation. Interactive 3D visualization via FlutterCube. Bridges classical CV with modern rendering pipelines.

OpenCV ORB Features 3D Reconstruction Triangulation Mesh Generation Python


Software Engineering

EmployNet  ·  Full-Stack · MERN

Full-featured HR self-service portal — attendance tracking, leave management, payroll access, and automated email workflows with role-based access control for employees and administrators.

MongoDB Express React Node.js JWT SMTP

TradeBiz  ·  Full-Stack · Real-Time

Real-time B2B trading platform with WebSocket-powered live competing offers, item bartering and cash transactions, and full trader profile management.

TypeScript MongoDB React Node.js WebSockets REST API

DananasBB Website  ·  Client Work · Frontend

Animated restaurant website built for a real client — scroll-driven story section, interactive menu with pricing card animations, and a layered CSS micro-animation system.

HTML5 CSS3 JavaScript Scroll Animations

Saad AI Portfolio  ·  Live Interactive Portfolio

Next-generation interactive portfolio featuring a Three.js Galaxy Explorer, real-time System Monitor, and in-page LLM Chat — built with Next.js, Three.js, and Framer Motion.

Next.js Three.js Framer Motion LLM


Publications & Certifications

Publication

Kahaani: A Multimodal Co-Creative Storytelling System EACL SRW 2026 — Accepted & Published Featured by University of Warwick Education Fund

EACL SRW 2026

Oracle Certifications


GitHub Stats

  

Open To

┌─────────────────────────────────────────────────────────────────┐
│                                                                 │
│     Werkstudent / Working Student Roles — Germany               │
│                                                                 │
│     AI Engineering  ·  NLP  ·  Generative AI  ·  ML            │
│     LLM Development  ·  Agentic Systems  ·  AI Research         │
│                                                                 │
│     Based in Saarbrücken  ·  Open to hybrid & remote            │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘

📬 Let's Build Something Intelligent

MS CS student at Universität des Saarlandes 🇩🇪 · Previously BSc CS @ LUMS 🇵🇰 Open to ML Engineering, AI Research, and Graduate Research collaborations (2025/26)

   

Pinned Loading

  1. Adaptive-Entropy-Guided-Universal-Domain-Adaptation_AEG-UDA- Adaptive-Entropy-Guided-Universal-Domain-Adaptation_AEG-UDA- Public

    Adaptive Entropy-Guided Universal Domain Adaptation (AEG-UDA) introduces a novel approach to address universal domain adaptation challenges, focusing on four specific scenarios (Open-Set Domain Ada…

    Jupyter Notebook 1

  2. SmartCourseAdvisor-RAG SmartCourseAdvisor-RAG Public

    Forked from raahemn/RAG-Course-Recommender

    An intelligent course recommendation system using Retrieval-Augmented Generation (RAG) and large language models (LLMs), designed to guide students through academic course selection by retrieving a…

    Jupyter Notebook

  3. Vision3D-Landmark-Recon Vision3D-Landmark-Recon Public

    🏛️ Reconstructing 3D landmarks from 2D images using feature detection, triangulation, and mesh generation. Built as a Computer Vision course project with interactive 3D model visualization via Flut…

    Jupyter Notebook 1

  4. EmployNet EmployNet Public

    🔧 Employ-Net (Employee-Network) is a full-featured employee self-service web application designed to streamline HR operations — including attendance tracking, leave management, payroll access, and …

    JavaScript

  5. F1-Nexus F1-Nexus Public

    Full-stack Formula 1 analytics platform — telemetry, predictions, strategy, AI analysis

    TypeScript

  6. saad-ai-portfolio saad-ai-portfolio Public

    Personal Portfolio Website

    JavaScript