I applied online. The process took 2 months. I interviewed at AIMonk in Jan 2025
Interview
The interview has several process ill go through them one by one:
1) Resume Shortlist : Applied through LinkedIn HR got back in a few days.
2) Online Assessment : Task Related to Computer Vision and building an Object Detection Application using lightweight CV models like Yolo.
3) First Technical Interview: Taken by Senior MLE which included Python Coding, Machine Learning Algorithm Knowledge and coding algorithms from scratch (Make sure you write the pseudo code if you cant code it properly).
4) Technical Round 2: Taken by Head of Engineering , discussed about projects from the resume my previous intern experience and gave puzzles to solve. In the end discussed the projects the company is working on and domain based projects.
5) Technical / CEO Round : Taken by the CEO discussed projects in deep and discussion on how the models, algorithms that were chosen work and why, Deep Discussion on Team creation and division of work among them and few more questions on situations and cultural fit questions.
Interview questions [1]
Question 1
Q. Build KNN and Linear Regression from scratch in python.
Q. What was the need of LSTM and why not RNN?
Q. How does L1 Regularization help in feature selection?(Explain L1 L2 Norms and stuff)
Q. Python basics on tuples and list difference between mutable and immutable.
Q. Working of Transformers
1 hour online technical round interview. It had 2 parts. 1st 30mins, theory questions from your projects, ml, and deep learning. For example, I've worked on unet segmentations, so the interviewer asked why there are skip connections in unet. The next 30mins will be code round. They'll share a colab notebook link. It has 20 questions, and you have to solve as much as possible while presenting the screen. few difficult ones, mostly small ones. majority numpy based.
Interview questions [1]
Question 1
for example what is receptive field (in context of cnn)
I applied online. The process took 1 day. I interviewed at AIMonk (Bengaluru) in Jun 2023
Interview
I recently had the opportunity to participate in an interview for a React developer position. The interview process was quite engaging and involved a practical task where I was required to design the landing page of Github using React and Tailwind CSS. The level of difficulty for this task was moderate, which made it a good test of my skills and knowledge in React and Tailwind CSS. It was a great opportunity to showcase my ability to create functional and aesthetically pleasing web pages using these technologies. The interview panel was very friendly and approachable, which made the experience even more enjoyable. They were open to discussions and provided constructive feedback on my work. This friendly atmosphere made the interview process less stressful and more of a learning experience. Overall, it was a positive experience that allowed me to demonstrate my technical skills in a practical setting, while also giving me the opportunity to interact with professionals in the field. I look forward to more such opportunities in the future.
Interview questions [1]
Question 1
Design the Github landing page using ReactJS + Tailwind CSS