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Ali Z. AI, Machine Learning and General Development

My name is Ali Z. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Machine Learning, Deep Learning, Image Segmentation, Apache Airflow, Stable Diffusion, etc.. I hold a degree in Master's degree. Some of the notable projects I've worked on include: High-Performance CUDA & Triton Kernels with PyTorch Custom Extensions, Generative AI for Music and Audio Composition, NLP solutions, Text Classification, Sentiment Analysis, Text Analysis, object detection, Expert in ComfyUI and A1111 Workflows, etc.. I am based in Tbilisi, Georgia. I've successfully completed 9 projects while developing at Softaims.

I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise.

I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful.

I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.

Main technologies

  • AI, Machine Learning and General Development

    1 year

  • Machine Learning

    1 Year

  • Deep Learning

    1 Year

  • Image Segmentation

    1 Year

Additional skills

  • Machine Learning
  • Deep Learning
  • Image Segmentation
  • Apache Airflow
  • Stable Diffusion
  • Prompt Engineering
  • CUDA
  • Object Detection & Tracking
  • Hugging Face
  • AI Music Generator
  • AI Image Generation
  • AI Chatbot
  • PyTorch
  • Azure Bot Service
  • AI Agent Development

Direct hire

Potentially possible

Previous Company

HDSightSolutions (New York, United States)

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Experience Highlights

High-Performance CUDA & Triton Kernels with PyTorch Custom Extensions

I designed and implemented optimized GPU kernels in CUDA and Triton, integrated them as PyTorch custom operators, and profiled them using NVIDIA Nsight Compute and Nsight Systems to achieve significan

Generative AI for Music and Audio Composition

As an AI expert specializing in music generation, I build and customize models from scratch to create unique compositions. My experience spans models like MERT, Ultravox, Qwen2Audio, and MusicGen/Audi

NLP solutions, Text Classification, Sentiment Analysis, Text Analysis

My project, delivers a holistic and efficient framework. By integrating advanced NLP Models our solution excels in comprehensive text analysis, offering unparalleled insights through nuanced sentiment

object detection

object detection using YOLO (You Only Look Once), a cutting-edge deep learning algorithm renowned for its exceptional speed and accuracy in identifying objects within images and videos. Project Objec

Expert in ComfyUI and A1111 Workflows

As an expert in ComfyUI and A1111, I specialize in developing and optimizing AI workflows for image generation, leveraging the intuitive, node-based interface of ComfyUI alongside the robust capabilit

Education

  • The University of Georgia

    Master's degree in Artificial Inteligence

    2015-01-01-2018-01-01

Languages

  • Arabic (Basic)
  • Azerbaijani (Fluent)
  • English (Fluent)
  • Russian (Basic)
  • Turkish (Basic)