
Machine Learning Engineer 3+
3 weeks ago
Duration: Short-term contract (project-based)
Location: Remote
Experience Required: 3+ years in Machine Learning, with hands-on OCR and CAPTCHA solving expertise
About the Project
We are seeking an experienced Machine Learning Engineer to develop and optimize advanced OCR and CAPTCHA-breaking solutions. The ideal candidate will have a strong background in computer vision, deep learning, and automation, with proven success in solving real-world CAPTCHA challenges.
Key Responsibilities
- Design, train, and deploy ML models to recognize and solve text-based and image-based CAPTCHAs.
- Implement OCR solutions for various image formats with high accuracy and low latency.
- Research and integrate advanced algorithms for noise removal, segmentation, and pattern recognition.
- Optimize model performance for speed and scalability.
- Collaborate with the team to integrate solutions into existing systems.
Required Skills & Qualifications
- 3+ years of hands-on experience in Machine Learning & Computer Vision.
- Expertise in OCR frameworks (Tesseract, EasyOCR, PaddleOCR, etc.) and CAPTCHA-solving techniques.
- Strong proficiency in Python and ML/DL frameworks (TensorFlow, PyTorch, OpenCV).
- Experience with CNNs, RNNs, Transformers, and other relevant architectures.
- Familiarity with image preprocessing techniques (denoising, binarization, skew correction).
- Ability to work independently and deliver within tight deadlines.
Nice to Have
- Experience in reinforcement learning for challenge-response systems.
- Previous work with large-scale automation projects.
- Knowledge of cloud deployment (AWS, GCP, Azure).
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