Machine Learning Engineer

As a Machine Learning Engineer at Infinity Assurance, you will play a crucial role in developing secure, AI-powered platforms for verification and assurance. Your key responsibilities will include: - Assisting in the development of a platform for verification and assurance powered by AI. - Contributing to the development and enhancement of computer vision models for tasks such as image forgery detection, replay detection, and advanced fraud analysis. - Implementing and experimenting with image processing techniques like noise analysis, Error Level Analysis (ELA), blur detection, and frequency-domain features. - Supporting OCR pipelines using tools such as PaddleOCR or Azure AI Vision to extract text from photos of identity documents. - Helping in preparing and cleaning real-world image datasets, including managing low-quality, noisy, and partially occluded images. - Integrating trained models into Python-based APIs (FastAPI) for internal testing and production use. - Collaborating with senior engineers to test, debug, and optimize model performance. - Documenting experiments, findings, and implementation details clearly. Qualifications required for this position: - Proficiency in Machine Learning, Computer Vision & Python. - Core experience with OpenCV, NumPy, and core image processing concepts. - Introductory experience with PyTorch or TensorFlow. - Understanding of Convolutional Neural Networks (CNNs) fundamentals. - Hands-on experience with REST APIs or FastAPI. - Exposure to OCR, document processing, or facial analysis. - 2-4 years of experience in computer vision, image processing, and AI. - Bachelor's degree in Computer Science, IT, Electronics, or a related discipline. Desired Candidate Profile: - Prior experience in image forensics, fraud detection, and biometrics. - Comfortable working with imperfect real-world data. - Good communication skills and a team-oriented mindset. About the company: Infinity Assurance Solutions Private Limited, based in New Delhi, is a portfolio company of Indian Angel Network, Aegis Centre for Entrepreneurship, Artha Venture Fund, and other industry veterans. Specializing in Warranty Service Administration, Extended Warranty, Accidental Damage Protection, and various service products, the company has experienced rapid growth since its inception in January 2014. Infinity Assurance is known for its agile and technologically driven service delivery model, loyal clients, in-house applications, and lean organizational structure. As a Machine Learning Engineer at Infinity Assurance, you will play a crucial role in developing secure, AI-powered platforms for verification and assurance. Your key responsibilities will include: - Assisting in the development of a platform for verification and assurance powered by AI. - Contributing to the development and enhancement of computer vision models for tasks such as image forgery detection, replay detection, and advanced fraud analysis. - Implementing and experimenting with image processing techniques like noise analysis, Error Level Analysis (ELA), blur detection, and frequency-domain features. - Supporting OCR pipelines using tools such as PaddleOCR or Azure AI Vision to extract text from photos of identity documents. - Helping in preparing and cleaning real-world image datasets, including managing low-quality, noisy, and partially occluded images. - Integrating trained models into Python-based APIs (FastAPI) for internal testing and production use. - Collaborating with senior engineers to test, debug, and optimize model performance. - Documenting experiments, findings, and implementation details clearly. Qualifications required for this position: - Proficiency in Machine Learning, Computer Vision & Python. - Core experience with OpenCV, NumPy, and core image processing concepts. - Introductory experience with PyTorch or TensorFlow. - Understanding of Convolutional Neural Networks (CNNs) fundamentals. - Hands-on experience with REST APIs or FastAPI. - Exposure to OCR, document processing, or facial analysis. - 2-4 years of experience in computer vision, image processing, and AI. - Bachelor's degree in Computer Science, IT, Electronics, or a related discipline. Desired Candidate Profile: - Prior experience in image forensics, fraud detection, and biometrics. - Comfortable working with imperfect real-world data. - Good communication skills and a team-oriented mindset. About the company: Infinity Assurance Solutions Private Limited, based in New Delhi, is a portfolio company of Indian Angel Network, Aegis Centre for Entrepreneurship, Artha Venture Fund, and other industry veterans. Specializing in Warranty Service Administration, Extended Warranty, Accidental Damage Protection, and various service products, the company has experienced rapid growth since its inception in January 2014. Infinity Assurance is known for its agile and technologically driven service delivery model, loyal clients, in-house applications, and lean organi