ML Developer (Machine Learning Developer)
AI CERTs - India
Date: 3 weeks ago
City: Gandhinagar, Gujarat
Contract type: Full time
Role Overview
ML Developer are responsible for developing the machine learning algorithms and models used in the proctoring solution. They focus on real-time monitoring, data analysis, and anomaly detection to identify suspicious behavior during online assessments.
Responsibilities
ML Developer are responsible for developing the machine learning algorithms and models used in the proctoring solution. They focus on real-time monitoring, data analysis, and anomaly detection to identify suspicious behavior during online assessments.
Responsibilities
- Develop machine learning algorithms for real-time student monitoring.
- Implement AI-powered audio and video analysis capabilities.
- Train and fine-tune machine learning models on relevant datasets.
- Collaborate with frontend and backend developers for model integration.
- Conduct data preprocessing and feature engineering.
- Evaluate and improve the accuracy and efficiency of machine learning models.
- Collaborate with data privacy experts to ensure compliance with regulations.
- Stay updated on machine learning and AI research and techniques.
- Document and communicate model implementations and findings.
- Bachelor’s or Master’s degree in Computer Science, Machine Learning, or related field.
- Proven experience in machine learning and AI development.
- Proficiency in machine learning libraries (e.g., TensorFlow, PyTorch).
- Strong programming skills in Python.
- Knowledge of data preprocessing and feature extraction techniques.
- Experience with real-time data analysis and anomaly detection.
- Understanding of audio and video analysis algorithms is a plus.
- Excellent problem-solving and analytical abilities.
- Strong communication and collaboration skills.
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