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Computer vision task. Image segmentation
I used the Random Forest algorithm for the task.
Random Forest is an ensemble learning method that builds multiple decision trees and merges them together to get a more accurate and stable prediction.
It is commonly used for classification and regression tasks.
Example: RandomForestClassifier in scikit-learn library.
Metrics for evaluating machine learning tasks
Accuracy
Precision
Recall
F1 Score
ROC AUC
Confusion Matrix
Python is commonly used for data manipulation tasks due to its powerful libraries like Pandas and NumPy.
Use Pandas library for data manipulation tasks in Python
Pandas provides data structures like DataFrame for easy manipulation
Use NumPy for numerical operations on data arrays
Example: df['new_column'] = df['column1'] + df['column2']
To overcome challenges, I prioritize tasks, seek support from team members, and continuously improve my skills.
Prioritize tasks based on urgency and importance
Seek support and guidance from team members or mentors
Continuously improve skills through training and self-development
Stay organized and maintain a positive attitude
Adapt to changes and learn from failures
Set clear goals and create action plans
PPE stands for Personal Protective Equipment and refers to equipment worn to minimize exposure to hazards that can cause injuries or illnesses at work.
Includes items like gloves, goggles, helmets, masks, and safety shoes
Should be provided by the employer and used by employees when necessary
Helps protect against physical, electrical, heat, chemicals, and biohazards
Training on proper use and maintenance of PPE is essenti
I applied via LinkedIn and was interviewed in Apr 2024. There were 5 interview rounds.
One for personality and another for Technical
posted on 12 Sep 2024
I applied via Referral and was interviewed in Mar 2024. There was 1 interview round.
Ultrasonic level transmitters use sound waves to measure the distance between the sensor and the liquid surface.
Ultrasonic waves are sent from the transmitter towards the liquid surface.
The waves are reflected back to the sensor by the surface of the liquid.
The time taken for the waves to return is used to calculate the distance to the liquid surface.
The level of the liquid is then determined based on this distance mea...
posted on 29 May 2024
I applied via Approached by Company
posted on 21 Nov 2023
I applied via Naukri.com and was interviewed in Oct 2023. There were 4 interview rounds.
I applied via Job Portal and was interviewed in Jun 2023. There were 4 interview rounds.
I am located in Los Angeles, California.
Located in Los Angeles, California
Close to major film studios
Access to a diverse talent pool
Proximity to entertainment industry events and resources
To effectively manage financial operations, analyze data, provide strategic recommendations, and ensure compliance with regulations.
Develop and implement financial policies and procedures
Analyze financial data and trends to provide insights and recommendations
Ensure compliance with financial regulations and reporting requirements
Manage budgeting and forecasting processes
Collaborate with other departments to support bus
based on 8 reviews
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