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Sony
Proud winner of ABECA 2025 - AmbitionBox Employee Choice Awards
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I applied via LinkedIn and was interviewed before Sep 2023. There was 1 interview round.
Developed predictive models for customer churn and sales forecasting using machine learning algorithms.
Built a customer churn prediction model using logistic regression and random forest algorithms.
Implemented a time series forecasting model for sales prediction using ARIMA and LSTM neural networks.
Utilized Python libraries such as pandas, scikit-learn, and TensorFlow for data preprocessing and model building.
GANs are Generative Adversarial Networks, a type of deep learning model consisting of two neural networks - a generator and a discriminator.
GANs are used to generate new data samples that resemble a given dataset.
The generator network creates fake data samples, while the discriminator network tries to distinguish between real and fake samples.
The two networks are trained simultaneously in a competitive manner, improvin...
Yes, I have published a research paper on the topic of machine learning algorithms for predictive analytics.
Published research paper on machine learning algorithms
Focused on predictive analytics
Presented findings at a data science conference
Neural networks are a type of machine learning algorithm inspired by the human brain's neural structure.
Neural networks consist of layers of interconnected nodes (neurons) that process input data and pass it through activation functions.
They use weights to adjust the strength of connections between neurons during training.
Neural networks are capable of learning complex patterns and relationships in data, making them su...
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I appeared for an interview in Aug 2017.
I appeared for an interview before Jun 2016.
Yesterday was a productive day filled with meetings and project work.
Attended a team meeting in the morning
Worked on a project proposal in the afternoon
Had a networking event in the evening
The letters on a keyboard are placed in a specific layout called QWERTY, which was designed to prevent typewriter jams.
The QWERTY layout was developed by Christopher Sholes in 1873 for typewriters.
The layout was designed to separate commonly used letters to reduce the likelihood of jamming.
The arrangement of letters was based on the frequency of their use in the English language.
The QWERTY layout became popular and was...
An air conditioner is a device that cools and dehumidifies the air in a room or building.
Air conditioners work by removing heat and moisture from the air.
They use a refrigeration cycle to cool the air.
Air conditioners can be used for both residential and commercial purposes.
They come in different types such as window units, split systems, and central air conditioning systems.
Air conditioners improve indoor air quality ...
I applied via Campus Placement
Predicted month end target based on 35% work completed in first 10 days.
Assuming the employee works at a consistent pace throughout the month
Calculate the remaining work as 65% of the total work
Divide the remaining work by the remaining days in the month
Add the result to the 35% already completed
This gives the predicted month end target
For example, if the total work is 100 units, and 35 units are completed in the first...
I applied via Campus Placement and was interviewed in Dec 2020. There was 1 interview round.
C is a general-purpose programming language developed by Dennis Ritchie in 1972.
C is used for developing operating systems, embedded systems, and system software.
It is a compiled language and has a low-level memory access.
C is the predecessor of many modern programming languages like C++, Java, and Python.
A loop is a programming structure that repeats a set of instructions until a certain condition is met.
Loops are used to iterate over a collection of data or to repeat a set of instructions a certain number of times.
There are three types of loops in most programming languages: for, while, and do-while.
Example: for (int i = 0; i < 10; i++) { // do something }
Samsung's product struggles due to market saturation, intense competition, and shifting consumer preferences.
Market Saturation: The smartphone market is saturated, making it hard for Samsung to stand out.
Intense Competition: Brands like Apple and Xiaomi offer compelling alternatives, impacting Samsung's sales.
Consumer Preferences: A shift towards budget-friendly options has led to decreased demand for premium Samsung m...
I appeared for an interview in Mar 2025, where I was asked the following questions.
OOP (Object-Oriented Programming) is a programming paradigm based on objects and classes to structure software design.
Encapsulation: Bundling data and methods that operate on the data within one unit (e.g., a class).
Inheritance: Mechanism to create a new class using properties and methods of an existing class (e.g., a 'Dog' class inheriting from an 'Animal' class).
Polymorphism: Ability to present the same interface for...
Arrays are fixed-size, contiguous memory structures; linked lists are dynamic, node-based structures allowing flexible size.
Arrays have a fixed size, e.g., `String[] fruits = {"apple", "banana", "cherry"};`.
Linked lists can grow and shrink dynamically, e.g., a list of nodes where each node points to the next.
Accessing elements in an array is O(1), while in a linked list it's O(n) due to traversal.
Arrays use contiguous ...
Multi-threading is a programming technique that allows concurrent execution of multiple threads within a single process.
Improves application performance by utilizing CPU resources more efficiently.
Allows multiple tasks to run simultaneously, such as downloading files while processing data.
Threads share the same memory space, making communication between them faster than separate processes.
Commonly used in web servers t...
Inserting an element in a SQL table involves using the INSERT INTO statement to add new records.
Use the INSERT INTO statement to specify the table name.
Provide the column names in parentheses after the table name.
Use the VALUES keyword followed by the values to be inserted in parentheses.
Example: INSERT INTO Employees (Name, Age) VALUES ('John Doe', 30);
You can insert multiple rows by separating values with commas: INS...
I applied via Campus Placement and was interviewed in Oct 2024. There were 3 interview rounds.
Online test with a few behavioral questions and games. Nothing difficult.
This round included CSE Core MCQs and 2 coding questions. MCQs where moderated and Coding questions were for Leetcode Medium-Hard difficulty.
based on 1 interview experience
Difficulty level
Duration
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