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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
I applied via Naukri.com and was interviewed in Sep 2023. There were 5 interview rounds.
Aptitude and technical questions
posted on 2 Feb 2024
I applied via LinkedIn and was interviewed in Jan 2024. There were 3 interview rounds.
What is PID control and how to apply it?
Multiple questions. 2 Exams: Electrical and hydraulics
I applied via Job Portal and was interviewed in Jun 2023. There were 4 interview rounds.
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
posted on 16 Feb 2023
I am a Senior Chemical Engineer with expertise in process optimization and project management.
Over 10 years of experience in the chemical engineering field
Proficient in designing and implementing process improvements
Strong knowledge of safety regulations and environmental standards
Managed multiple projects from conception to completion, resulting in cost savings and increased efficiency
Collaborated with cross-functiona...
Line size calculation depends on flow rate, fluid properties, and pressure drop.
Determine the required flow rate
Determine the fluid properties such as viscosity and density
Calculate the pressure drop based on the length of the line and the fittings used
Select a line size that can handle the required flow rate with an acceptable pressure drop
Consider factors such as cost and space limitations
Use industry standards and g...
The pump will observe both kerosene and water being pumped together.
The pump will not be able to differentiate between the two liquids
Both liquids will be pumped together in the same flow
The mixture of kerosene and water may cause issues in downstream processes
Separation techniques such as gravity settling or centrifugation may be required to separate the two liquids
H2 will have more pressure drop than N2 for 100 kg/hr
H2 has a smaller molecular size than N2
Higher flow rate leads to higher pressure drop
This phenomenon is commonly observed in gas pipelines
To enhance flow by twice, pipe diameter needs to be increased by factor of 1.19 and velocity needs to be reduced by half.
Increase pipe diameter by factor of 1.19
Reduce velocity by half
Consider the fluid properties and pressure drop
Ensure the pipe material can handle the increased flow
Check for any potential blockages or obstructions in the pipeline
Slight increase in distillation column pressure without flooding will not affect separation
Slight increase in pressure does not cause flooding which is the main factor affecting separation
Separation efficiency may decrease slightly but not significantly
Factors like temperature, feed rate, and composition also affect separation
I want to relocate from my home city to Gurgaon for better career opportunities and professional growth.
Gurgaon offers a thriving job market with numerous opportunities for chemical engineers.
The city is home to several multinational companies and industrial hubs, providing a conducive environment for career advancement.
Gurgaon has a well-developed infrastructure and is known for its modern amenities, making it an attr...
I want to change my job profile from Process operation engineer to Process design engineer because I am interested in the creative and analytical aspects of designing processes.
I have always been fascinated by the process of designing and optimizing chemical processes.
I enjoy problem-solving and finding innovative solutions to improve efficiency and productivity.
I believe that my experience as a Process operation engin...
Reliance Industries
Indian Oil Corporation
Shell
Sterling Oil Exploration & Energy Production