I will build and deploy computer vision and vision language models

A
ager_omondi
A
ager_omondi
Ager Austen

Level 1

5.0
5.0

About this gig

Turn your visual data into production-ready AI applications. I specialize in traditional computer vision (detection, tracking, segmentation) as well as state-of-the-art Vision-Language Models (VLMs) for multimodal reasoning, OCR, and document understanding.

Whether you need real-time YOLO tracking or a fine-tuned VLM served as a low-latency API, I deliver optimized end-to-end solutions.

What I Offer:

  • Vision-Language Models (VLMs): Fine-tuning and serving Qwen2.5-VL, Florence-2, and LLaVA for visual Q&A, document AI, and zero-shot reasoning
  • Real-Time Detection & Tracking: Custom YOLO (v10/v11), Detectron2, and OpenCV pipelines
  • Segmentation & OCR: Instance segmentation (SAM) and complex document text extraction
  • VRAM & Speed Optimization: Model quantization (AWQ, GGUF), TensorRT conversion, and vLLM/vLLM-vision serving
  • Production API & Deployment: FastAPI endpoints, Dockerization, and serverless GPU hosting (RunPod, Modal, AWS, Hugging Face)

Supported Frameworks & Models:

Qwen2.5-VL, Florence-2, YOLO, PyTorch, OpenCV, vLLM, Roboflow, FastAPI, Docker, CUDA/TensorRT.

Please message me before ordering to discuss your dataset, VRAM budgets, and target latency requirements!

Get to know Ager Austen

Ager Austen

MLOPs ML GNNs PINNs RnDs

5.0(25)

Level 1

  • FromKenya
  • Member sinceMay 2022
  • Avg. response time1 hour
  • Last delivery3 weeks
  • Languages

    English, Swahili, Latin
ML || MLOPs || Data Engineering || Agentic AI || Knowledge Distillation || GNNs || Physics-Informed NNs || n8n Workflow Automation || RL PPO DPO MARL || Pytorch || Tensorflow || Rust || https://ageraustine.github.io/portfolio

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Reviews

1 reviews for this Gig
5.0

(1)
(0)
(0)
(0)
(0)
Rating Breakdown
  • Seller communication level
    5
  • Quality of delivery
    5
  • Value of delivery
    5
Sort By
Most relevant
  • P

    privuser404

    GB

    United Kingdom

    5

    I’m so happy I found him and was able to work with him. It was truly a pleasure. He was always open for a phone call, always made time to accommodate me. I definitely recommend!

    $200-$400

    Price

    6 days

    Duration

    Helpful?
    Yes
    No
Reviews

1 reviews for this Gig
5.0

(1)
(0)
(0)
(0)
(0)
Rating Breakdown
  • Seller communication level
    5
  • Quality of delivery
    5
  • Value of delivery
    5
Sort By
Most relevant
  • P

    privuser404

    GB

    United Kingdom

    5

    I’m so happy I found him and was able to work with him. It was truly a pleasure. He was always open for a phone call, always made time to accommodate me. I definitely recommend!

    $200-$400

    Price

    6 days

    Duration

    Helpful?
    Yes
    No