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I appeared for an interview before Feb 2024.
Pass the aptitude test.
Pass the assignment test.
Designing a system for autonomous vehicles involves integrating sensors, algorithms, and control systems to enable safe and efficient navigation.
Consider sensor fusion to combine data from cameras, lidar, radar, and GPS for accurate perception of the vehicle's surroundings.
Implement localization techniques such as SLAM (Simultaneous Localization and Mapping) to enable the vehicle to understand its position in real-time...
posted on 20 Feb 2024
I applied via Referral and was interviewed before Feb 2023. There were 3 interview rounds.
I applied via Referral and was interviewed in Jun 2021. There was 1 interview round.
Model maintenance is done using MLflow, a platform for managing the end-to-end machine learning lifecycle.
MLflow provides tools for tracking experiments, packaging code, and deploying models.
It allows for easy comparison of different model versions and tracking of performance metrics.
MLflow can be integrated with popular machine learning libraries like scikit-learn, TensorFlow, and PyTorch.
Model maintenance involves re...
Precision recall is a measure used in classification tasks to evaluate the quality of the model's predictions.
Precision is the ratio of correctly predicted positive observations to the total predicted positive observations.
Recall is the ratio of correctly predicted positive observations to the all observations in actual class.
Precision and recall are often used together to evaluate the performance of a classification m...
Behavioural question, business development experience
Discussion on resume? Why did you use deep learning model?
I applied via Referral and was interviewed before Dec 2023. There were 2 interview rounds.
I am a detail-oriented professional with experience in operations management and process improvement.
Over 5 years of experience in operations management
Skilled in process improvement and efficiency
Strong attention to detail and problem-solving abilities
Previous roles include Operations Coordinator at Company X and Operations Manager at Company Y
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