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hamza-aamer/README.md

🔥 Hamza Aamer

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GitHub followers Visitors

👨‍💻 About

AI Engineer & Product Lead specializing in multi-agent frameworks, data synthesis, and computer vision. Currently pursuing MS in Computer Science at Karlsruhe Institute of Technology (KIT), Baden-Württemberg, Germany.

Focus Areas: Agentic AI • CUDA Optimization • Synthetic Data • 3D Neural Reconstruction

🎓 Education

Karlsruhe Institute of Technology (KIT) | Baden-Württemberg, Germany
MS Computer Science | 2025 - 2027

FAST NUCES
BS Computer Science | 2021 - 2025 | Graduated

💼 Experience

AI Engineer & Product Lead @ Adept Tech Solutions | Feb 2025 - Present

  • Developed Ascend platform with DNA Signature Technology achieving 99.5% statistical fidelity
  • Led PySpark-based data synthesis processing 10M+ rows efficiently
  • Improved geospatial analysis accuracy by 40% through distributed computing optimization

AI Engineer @ Antematter | Jul 2024 - Feb 2025

  • Built Ant-AI: genetic multi-agent framework reducing prompt ambiguity by 70%
  • Developed multi-agent systems using CrewAI, LangChain, ELIZA, Phidata
  • Achieved 10x boost in company outreach through AI automation

ML Engineer @ DataInsight | Jun 2023 - Sep 2023

  • Contributed to $90K project using YOLO + image processing for text recognition
  • Enhanced dataset acquisition speed by 2.5x using TensorFlow and OpenCV

🚀 Featured Projects

⚡ Ascend: Data Synthesis Platform

Revolutionary data engineering framework with proprietary DNA Signature Technology capturing statistical properties of massive datasets.

  • Tech: PySpark, Statistical Modeling, Python
  • Metrics: 99.5% fidelity, 10M+ rows processing

🤖 Ant-AI: Genetic Prompt Optimizer

First-of-its-kind genetic multi-agent framework for autonomous prompt optimization.

  • Tech: CrewAI, Genetic Algorithms, LangChain
  • Metrics: 70% ambiguity reduction, full automation

🏗️ Archeon: 3D Neural Reconstruction

Real-time 3D environment reconstruction using Gaussian Splatting for VR (Final Year Project).

  • Tech: 3D Gaussian Splatting, Unity, CUDA, HTC Vive
  • Metrics: 90 FPS, 60% memory optimization, PSNR 28.5

🏠 Roof Measurement System

Professional roof analysis integrating satellite imagery with LiDAR point clouds.

  • Tech: YOLOv8, Open3D, Computer Vision
  • Metrics: 95% classification accuracy

🛠️ Tech Stack

AI/ML: Python • PyTorch • TensorFlow • CUDA • PySpark • Scikit-learn
Frameworks: CrewAI • LangChain • FastAPI • Streamlit
Tools: Docker • Git • Redis • PostgreSQL
Graphics: Unity • C# • OpenGL • Open3D

🤝 Connect

Email Portfolio LinkedIn

Open for collaborations in AI research and production systems

Building AI systems that thrive in production, not just demos

Wave

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  1. CaptureCart-A-Cognitive-Shopping-Fusion-Framework-for-the-Future CaptureCart-A-Cognitive-Shopping-Fusion-Framework-for-the-Future Public

    CaptureCart is a revolutionary application that redefines the boundaries between online and physical shopping. With its seamless integration of technology and retail, CaptureCart offers a unique an…

    Python 1

  2. Epiluminoscopy-Cluster-Detection Epiluminoscopy-Cluster-Detection Public

    The project involved utilizing K Means Clustering method for cluster detection in Epiluminoscopy through Image Processing. This helped in gaining practical experience in implementing clustering alg…

    C++ 2

  3. SCC-Calculator-for-Directed-Graphs SCC-Calculator-for-Directed-Graphs Public

    I used Discrete structures in C++ to determine the size of Strongly Connected Components (SCC) in directed graphs. I identified and analyzed strongly connected partitions where every vertex has a p…

    C++ 2

  4. Brick-Breaker-in-MASM615 Brick-Breaker-in-MASM615 Public

    A brick breaker game built on assembly language features various customization options, special bricks, and file handling for high scores. The objective is to break all bricks using a ball and padd…

    Assembly 1

  5. Multi-Core-Neural-Network-Operating-System-in-C- Multi-Core-Neural-Network-Operating-System-in-C- Public

    Successfully developed a multi-core operating system (OS) that implemented a neural network architecture using separate processes and threads. This approach allowed for the efficient utilization of…

    C++ 1

  6. Oladoc-Hospital-Management-on-CPP Oladoc-Hospital-Management-on-CPP Public

    A C++ hospital management system with object-oriented programming allowed logins for Admin, Doctor, and Patient. The system had binary file handling for storing user info, payment gateway for appoi…

    C++ 1