title
A Fresher Become Data Scientist at Pratilipi | Data Scientist Interview | Applied AI Course Reviews
description
A Fresher Become Data Scientist at Pratilipi | Data Scientist Interview | Applied AI Course Reviews
#datascience #datascienceinterviews #appliedaicourse
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The AppliedAICourse attempts to teach students/course-participants some of the core ideas in machine learning, data-science and AI that would help the participants go from a real world business problem to a first cut, working and deployable AI solution to the problem. Our primary focus is to help participants build real world AI solutions using the skills they learn in this course.
This course will focus on practical knowledge more than mathematical or theoretical rigor. That doesn't mean that we would water down the content. We will try and balance the theory and practice while giving more preference to the practical and applied aspects of AI as the course name suggests. Through the course, we will work on 20+ case studies of real world AI problems and datasets to help students grasp the practical details of building AI solutions. For each idea/algorithm in AI, we would provide examples to provide the intuition and show how the idea to used in the real world.
For more information, please visit: https://www.appliedaicourse.com/
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detail
{'title': 'A Fresher Become Data Scientist at Pratilipi | Data Scientist Interview | Applied AI Course Reviews', 'heatmap': [{'end': 149.67, 'start': 135.598, 'weight': 0.708}, {'end': 662.979, 'start': 617.401, 'weight': 0.716}, {'end': 847.366, 'start': 794.073, 'weight': 0.754}], 'summary': "Sagar's career journey from 2020 graduate to data scientist at prathilipi, interview insights include average of 3-4 rounds, importance of assignments and case studies in applied ai course for skill development, and job interview tips emphasizing values alignment and pratilipi's 20 million readers.", 'chapters': [{'end': 120.522, 'segs': [{'end': 54.896, 'src': 'embed', 'start': 11.63, 'weight': 0, 'content': [{'end': 17.875, 'text': 'have Sagar here, who is one of our course enrolled students for the AI course, who has joined recently at Prathilipi,', 'start': 11.63, 'duration': 6.245}, {'end': 27.844, 'text': 'a very interesting startup about Indian languages, which uses a lot of story writing and also story reading on Indian languages.', 'start': 17.875, 'duration': 9.969}, {'end': 32.268, 'text': 'He joined there as a data scientist, primarily working on the recommendation systems team.', 'start': 28.224, 'duration': 4.044}, {'end': 35.551, 'text': 'Thank you, Sagar, for taking the time to share your journey with us.', 'start': 32.848, 'duration': 2.703}, {'end': 36.736, 'text': 'Yeah, thank you, sir.', 'start': 36.055, 'duration': 0.681}, {'end': 37.537, 'text': 'Thanks a lot.', 'start': 36.796, 'duration': 0.741}, {'end': 48.088, 'text': 'So just to give one more data point, Sagar graduated in BTech computer science in 2020 from Dr. Ambedkar Technical University.', 'start': 38.017, 'duration': 10.071}, {'end': 54.896, 'text': "So yeah, so you're somebody who graduated in 2020 in the peak of the pandemic.", 'start': 49.049, 'duration': 5.847}], 'summary': 'Sagar, a recent btech graduate, joined prathilipi as a data scientist, specializing in indian languages and recommendation systems.', 'duration': 43.266, 'max_score': 11.63, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/neQLwotCoVw/pics/neQLwotCoVw11630.jpg'}, {'end': 135.098, 'src': 'embed', 'start': 101.283, 'weight': 2, 'content': [{'end': 102.944, 'text': 'yeah, so cool.', 'start': 101.283, 'duration': 1.661}, {'end': 111.489, 'text': 'so uh, i had, uh, one question saga, which is uh, what were your interview experiences like as a fresher, somebody who graduated in 2020,', 'start': 102.944, 'duration': 8.545}, {'end': 112.889, 'text': 'at the peak of the pandemic?', 'start': 111.489, 'duration': 1.4}, {'end': 116.557, 'text': 'so can you walk us through as much detail as possible, Okay.', 'start': 112.889, 'duration': 3.668}, {'end': 120.522, 'text': 'So I had given a couple of interviews, not only Pratilipi.', 'start': 117.038, 'duration': 3.484}, {'end': 129.191, 'text': "So I'll be telling about like a general experience or a general trend of what experience says I've got.", 'start': 120.802, 'duration': 8.389}, {'end': 135.098, 'text': 'Sure So initially they ask you, tell me about yourself.', 'start': 129.512, 'duration': 5.586}], 'summary': 'Fresh graduate in 2020 shares interview experiences amidst pandemic.', 'duration': 33.815, 'max_score': 101.283, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/neQLwotCoVw/pics/neQLwotCoVw101283.jpg'}], 'start': 11.63, 'title': "Sagar's career journey", 'summary': "Discusses sagar's journey from 2020 graduate to joining prathilipi as a data scientist, encompassing internships and the transition to a full-time role.", 'chapters': [{'end': 120.522, 'start': 11.63, 'title': "Sagar's journey to data scientist", 'summary': "Discusses sagar's journey from graduating in 2020 during the pandemic, doing internships, and finally joining prathilipi as a data scientist, highlighting the transition from a fresh graduate to a full-time role.", 'duration': 108.892, 'highlights': ['Sagar graduated in BTech computer science in 2020 from Dr. Ambedkar Technical University and joined Prathilipi as a data scientist, primarily working on recommendation systems.', "Sagar's successful transition from internships to a full-time data scientist role during the pandemic, showcasing the resilience and adaptability of the 2020 batch of students.", "The discussion about Sagar's interview experiences and challenges faced as a fresh graduate during the pandemic, providing insights into the recruitment process and the impact of the pandemic on job seekers."]}], 'duration': 108.892, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/neQLwotCoVw/pics/neQLwotCoVw11630.jpg', 'highlights': ['Sagar graduated in BTech computer science in 2020 from Dr. Ambedkar Technical University and joined Prathilipi as a data scientist, primarily working on recommendation systems.', "Sagar's successful transition from internships to a full-time data scientist role during the pandemic, showcasing the resilience and adaptability of the 2020 batch of students.", "The discussion about Sagar's interview experiences and challenges faced as a fresh graduate during the pandemic, providing insights into the recruitment process and the impact of the pandemic on job seekers."]}, {'end': 404.044, 'segs': [{'end': 192.989, 'src': 'heatmap', 'start': 135.598, 'weight': 0, 'content': [{'end': 139.522, 'text': 'so this is one question like which drives your whole interview.', 'start': 135.598, 'duration': 3.924}, {'end': 143.265, 'text': 'so you have to be very, very prepared about this question.', 'start': 139.522, 'duration': 3.743}, {'end': 149.67, 'text': 'you, uh, you can write notes and all of that, but make sure you start very well.', 'start': 143.265, 'duration': 6.405}, {'end': 151.432, 'text': 'so this is a very key point.', 'start': 149.67, 'duration': 1.762}, {'end': 153.974, 'text': 'uh, like, i would like everyone to make note of it.', 'start': 151.432, 'duration': 2.542}, {'end': 160.38, 'text': 'like, uh, so prepare well this very first question and then, slowly, they will start moving on to your resume.', 'start': 153.974, 'duration': 6.406}, {'end': 166.533, 'text': 'So all your questions will be directed according to your resume.', 'start': 161.448, 'duration': 5.085}, {'end': 170.597, 'text': 'So they will go through your projects, go through your internships that you have done.', 'start': 166.633, 'duration': 3.964}, {'end': 174.16, 'text': "And slowly, slowly, they'll start picking up one topic.", 'start': 171.017, 'duration': 3.143}, {'end': 175.601, 'text': "They'll go into depth of it.", 'start': 174.36, 'duration': 1.241}, {'end': 177.063, 'text': "Then they'll ask some other question.", 'start': 175.841, 'duration': 1.222}, {'end': 178.184, 'text': "Then they'll go into depth of it.", 'start': 177.103, 'duration': 1.081}, {'end': 184.025, 'text': 'So, that is the general procedure like almost every interview experience has taught me.', 'start': 178.963, 'duration': 5.062}, {'end': 189.007, 'text': 'And regarding the rounds, I would say there are three to four rounds in every interview.', 'start': 184.245, 'duration': 4.762}, {'end': 192.989, 'text': 'So, first is the basic telephonic round.', 'start': 189.507, 'duration': 3.482}], 'summary': 'Prepare well for the first question, expect 3-4 interview rounds', 'duration': 72.187, 'max_score': 135.598, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/neQLwotCoVw/pics/neQLwotCoVw135598.jpg'}, {'end': 331.027, 'src': 'embed', 'start': 305.204, 'weight': 3, 'content': [{'end': 313.367, 'text': "So that was one very, very important learning that I got from Applied AI course that they won't be like,", 'start': 305.204, 'duration': 8.163}, {'end': 316.868, 'text': "the industry won't be testing you for doing model dot fit.", 'start': 313.367, 'duration': 3.501}, {'end': 325.244, 'text': "they'll be testing you from zero to like deploying that product to the users.", 'start': 317.679, 'duration': 7.565}, {'end': 331.027, 'text': 'so each of these assignments are very similar to the case studies that we solve where we start from the business problem,', 'start': 325.244, 'duration': 5.783}], 'summary': 'Applied ai course emphasizes real-world deployment over model training.', 'duration': 25.823, 'max_score': 305.204, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/neQLwotCoVw/pics/neQLwotCoVw305204.jpg'}, {'end': 384.813, 'src': 'embed', 'start': 356.029, 'weight': 4, 'content': [{'end': 359.452, 'text': "I saw some of your assignments and the case, the self case studies that you've done.", 'start': 356.029, 'duration': 3.423}, {'end': 362.854, 'text': 'So a lot of effort went into it and that translates to results, obviously.', 'start': 359.692, 'duration': 3.162}, {'end': 369.178, 'text': 'You had a rough patch right after your graduation because of all the downturn, but you keep put in effort.', 'start': 363.694, 'duration': 5.484}, {'end': 372.521, 'text': 'things will always go in the right direction eventually.', 'start': 369.178, 'duration': 3.343}, {'end': 384.813, 'text': 'You had posted one video right when the pandemic started and you said that even you graduated right at the peak of pandemic.', 'start': 373.062, 'duration': 11.751}], 'summary': 'Effort led to results, despite challenges and downturn. stayed committed even during pandemic.', 'duration': 28.784, 'max_score': 356.029, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/neQLwotCoVw/pics/neQLwotCoVw356029.jpg'}], 'start': 120.802, 'title': 'Interview preparation and applied ai course feedback', 'summary': "Reveals key insights for interview preparation, emphasizing the importance of preparing well for the initial 'tell me about yourself' question, the focus on resume-related topics, and the screening and technical rounds, with an average of three to four rounds in every interview. it also discusses the importance of assignments and case studies in the applied ai course, emphasizing the focus on end-to-end problem-solving and the impact of effort in achieving milestones, with a particular emphasis on the role of assignments and case studies in skill development and career progression.", 'chapters': [{'end': 247.854, 'start': 120.802, 'title': 'Interview preparation insights', 'summary': "Reveals key insights for interview preparation, emphasizing the importance of preparing well for the initial 'tell me about yourself' question, the focus on resume-related topics, and the screening and technical rounds, with an average of three to four rounds in every interview.", 'duration': 127.052, 'highlights': ["The initial 'tell me about yourself' question is crucial and sets the tone for the entire interview, with a strong emphasis on preparation for this question.", "Interview questions are often directed according to the candidate's resume, focusing on projects and internships, then delving into specific topics.", 'Interviews typically consist of three to four rounds, including a basic telephonic round, a screening round assessing previous experiences and basic knowledge, and a technical round delving into learned concepts.', "Telephonic interviews serve as screening rounds, where the candidate's motives, job position, role, and experiences are evaluated.", "The screening round further assesses previous experiences and gauges the depth of the candidate's basic knowledge.", "The technical round involves a detailed assessment of the candidate's understanding of learned concepts."]}, {'end': 404.044, 'start': 247.854, 'title': 'Applied ai course feedback', 'summary': 'Discusses the importance of assignments and case studies in the applied ai course, emphasizing the focus on end-to-end problem-solving and the impact of effort in achieving milestones, with a particular emphasis on the role of assignments and case studies in skill development and career progression.', 'duration': 156.19, 'highlights': ['The assignments and case studies in the Applied AI course focus on end-to-end problem-solving, simulating real-world scenarios from identifying the problem statement to productionization, contributing significantly to skill development and career progression.', 'Effort is emphasized as a key factor in achieving milestones, as demonstrated through the impact of consistent effort in overcoming challenges and achieving progress, particularly in the face of adversities like the pandemic and economic downturn.', 'The importance of self-paced effort and dedication is highlighted, showcasing the correlation between effort and results, especially in navigating challenges and uncertainties such as graduating during the peak of a pandemic and a financial crisis.']}], 'duration': 283.242, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/neQLwotCoVw/pics/neQLwotCoVw120802.jpg', 'highlights': ["The initial 'tell me about yourself' question is crucial and sets the tone for the entire interview, with a strong emphasis on preparation for this question.", "Interview questions are often directed according to the candidate's resume, focusing on projects and internships, then delving into specific topics.", 'Interviews typically consist of three to four rounds, including a basic telephonic round, a screening round assessing previous experiences and basic knowledge, and a technical round delving into learned concepts.', 'The assignments and case studies in the Applied AI course focus on end-to-end problem-solving, simulating real-world scenarios from identifying the problem statement to productionization, contributing significantly to skill development and career progression.', 'Effort is emphasized as a key factor in achieving milestones, as demonstrated through the impact of consistent effort in overcoming challenges and achieving progress, particularly in the face of adversities like the pandemic and economic downturn.']}, {'end': 913.378, 'segs': [{'end': 496.638, 'src': 'embed', 'start': 424.178, 'weight': 0, 'content': [{'end': 431.8, 'text': 'So there they will discuss about whether you are right fit for that particular company or that particular startup.', 'start': 424.178, 'duration': 7.622}, {'end': 437.501, 'text': 'So during these rounds, you have to be very, very clear.', 'start': 432.36, 'duration': 5.141}, {'end': 448.003, 'text': "Are you willing to work in that company's culture? They have some set of visions for the company.", 'start': 438.501, 'duration': 9.502}, {'end': 450.303, 'text': 'Do you share those similar visions?', 'start': 448.163, 'duration': 2.14}, {'end': 458.859, 'text': 'So I would suggest like go through these visions, go through these cultural aspects before applying to the company,', 'start': 450.876, 'duration': 7.983}, {'end': 460.84, 'text': 'because you will be tested on this.', 'start': 458.859, 'duration': 1.981}, {'end': 465.742, 'text': 'You should be the right person to like you should fit in that culture well.', 'start': 460.88, 'duration': 4.862}, {'end': 468.123, 'text': 'So that is one key learning that I got.', 'start': 466.262, 'duration': 1.861}, {'end': 471.164, 'text': 'So Amazon has something called Amazon Leadership Principles.', 'start': 468.303, 'duration': 2.861}, {'end': 473.325, 'text': 'Similarly, I think every company has it now.', 'start': 471.244, 'duration': 2.081}, {'end': 485.011, 'text': 'Pratilipi. what I really loved about the company is they have about 2 crore or 20 million readers who read stories and write stories in various languages of India,', 'start': 474.265, 'duration': 10.746}, {'end': 488.453, 'text': "because that's something that is almost not very active.", 'start': 485.011, 'duration': 3.442}, {'end': 496.638, 'text': 'But I was surprised when I saw that there are 2 crore readers who are reading in languages like Telugu, Malayalam, Tamil, all of these.', 'start': 488.793, 'duration': 7.845}], 'summary': 'Company fit and culture crucial for interview success; pratilipi has 20 million readers in various indian languages.', 'duration': 72.46, 'max_score': 424.178, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/neQLwotCoVw/pics/neQLwotCoVw424178.jpg'}, {'end': 678.37, 'src': 'heatmap', 'start': 617.401, 'weight': 1, 'content': [{'end': 625.869, 'text': "But when I started doing this, I understood it's very, very deep, I would say.", 'start': 617.401, 'duration': 8.468}, {'end': 629.011, 'text': "There's a lot of depth to what I learned.", 'start': 626.049, 'duration': 2.962}, {'end': 637.419, 'text': 'So as I started it, the first three months were basically revolving around probability.', 'start': 629.872, 'duration': 7.547}, {'end': 639.28, 'text': 'So it took a lot of time.', 'start': 638.039, 'duration': 1.241}, {'end': 641.022, 'text': 'I also had a male team.', 'start': 639.44, 'duration': 1.582}, {'end': 651.17, 'text': 'Am I on track like it is taking a lot of time and like, will I be able to complete time on course? So, yeah, it takes time.', 'start': 643.464, 'duration': 7.706}, {'end': 662.979, 'text': 'But probability was very key, key chapter or key section, I would say in the whole whole course, because that big foundation for like next,', 'start': 651.35, 'duration': 11.629}, {'end': 663.579, 'text': 'next modules.', 'start': 662.979, 'duration': 0.6}, {'end': 673.386, 'text': 'So the first three months went for probability, the statistical tests that we have, the distributions which we have.', 'start': 664.7, 'duration': 8.686}, {'end': 678.37, 'text': 'So those three months were very, very hectic.', 'start': 673.887, 'duration': 4.483}], 'summary': 'Three months focused on probability, foundational for next modules, with a male team.', 'duration': 27.02, 'max_score': 617.401, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/neQLwotCoVw/pics/neQLwotCoVw617401.jpg'}, {'end': 821.87, 'src': 'embed', 'start': 794.073, 'weight': 2, 'content': [{'end': 803.935, 'text': 'So for that, I would say the main factor was real life case studies, which is present at end of every algorithm.', 'start': 794.073, 'duration': 9.862}, {'end': 807.952, 'text': 'So that was very, very important.', 'start': 805.529, 'duration': 2.423}, {'end': 815.962, 'text': 'So what I did was I used to prepare notes and when I used to reach that real life case studies,', 'start': 807.992, 'duration': 7.97}, {'end': 821.87, 'text': 'there was a whole summary of what was taught in the previous lectures.', 'start': 815.962, 'duration': 5.908}], 'summary': 'Real life case studies at the end of every algorithm were crucial for summarizing taught content.', 'duration': 27.797, 'max_score': 794.073, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/neQLwotCoVw/pics/neQLwotCoVw794073.jpg'}, {'end': 847.366, 'src': 'heatmap', 'start': 794.073, 'weight': 0.754, 'content': [{'end': 803.935, 'text': 'So for that, I would say the main factor was real life case studies, which is present at end of every algorithm.', 'start': 794.073, 'duration': 9.862}, {'end': 807.952, 'text': 'So that was very, very important.', 'start': 805.529, 'duration': 2.423}, {'end': 815.962, 'text': 'So what I did was I used to prepare notes and when I used to reach that real life case studies,', 'start': 807.992, 'duration': 7.97}, {'end': 821.87, 'text': 'there was a whole summary of what was taught in the previous lectures.', 'start': 815.962, 'duration': 5.908}, {'end': 829.573, 'text': 'so i made an excel sheet out of it and i, i, i wrote a comparison, uh, of each algorithm.', 'start': 822.688, 'duration': 6.885}, {'end': 840.641, 'text': 'so there was, uh, like say, knn, uh, what what it is used for, geometric intuition behind it, mathematical derivation, uh, if there exists uh.', 'start': 829.573, 'duration': 11.068}, {'end': 847.366, 'text': 'and then, uh, then what it is used for some, uh, interview questions, time and space complexity.', 'start': 840.641, 'duration': 6.725}], 'summary': 'Real-life case studies integrated into algorithm learning, summarized with an excel sheet for in-depth comparison.', 'duration': 53.293, 'max_score': 794.073, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/neQLwotCoVw/pics/neQLwotCoVw794073.jpg'}], 'start': 404.044, 'title': "Job interview tips and pratilipi's 20 million readers", 'summary': "Emphasizes the importance of aligning with a company's values during job interviews and highlights pratilipi's 20 million readers, learning depth in an applied aa course, and the use of case studies for interview preparation.", 'chapters': [{'end': 473.325, 'start': 404.044, 'title': 'Job interview tips and cultural fit', 'summary': "Discusses the importance of understanding a company's culture and vision in securing a job, emphasizing the need to align with the company's values and leadership principles during the hr round of interviews.", 'duration': 69.281, 'highlights': ["Understanding a company's culture and vision is crucial in securing a job, as candidates will be tested on their alignment with the company's values and leadership principles during the HR round of interviews.", "Candidates should thoroughly review a company's cultural aspects and visions before applying, as this will significantly impact their performance in the interview process.", "Amazon's Leadership Principles serve as an example of the importance of company values, and it is essential for candidates to align with such guiding principles during interviews."]}, {'end': 913.378, 'start': 474.265, 'title': 'Pratilipi: 20 million readers & learning strategy', 'summary': 'Highlights the impressive 20 million readers on pratilipi, the depth of learning in an applied aa course, and the use of case studies to prepare for interviews.', 'duration': 439.113, 'highlights': ['Pratilipi has about 20 million readers who read and write stories in various languages of India, such as Telugu, Malayalam, and Tamil. The company has a vast reach with 20 million readers and writers across multiple Indian languages, showcasing a significant impact and potential for diverse content creation and consumption.', "The interviewee's learning strategy for an applied AA course involved three months dedicated to probability, with around 8 hours of study per day. The interviewee's focused learning strategy, dedicating extensive time to foundational concepts like probability, demonstrates a disciplined approach to mastering complex subject matter.", 'The use of real-life case studies and creating a comprehensive comparison of algorithms in an excel sheet aided in interview preparation. Utilizing real-life case studies and creating a detailed comparison of algorithms in an excel sheet showcases a practical and organized approach to interview preparation, facilitating a deeper understanding of the subject matter.']}], 'duration': 509.334, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/neQLwotCoVw/pics/neQLwotCoVw404044.jpg', 'highlights': ["Candidates should thoroughly review a company's cultural aspects and visions before applying, as this will significantly impact their performance in the interview process.", "The interviewee's learning strategy for an applied AA course involved three months dedicated to probability, with around 8 hours of study per day.", 'Utilizing real-life case studies and creating a detailed comparison of algorithms in an excel sheet showcases a practical and organized approach to interview preparation, facilitating a deeper understanding of the subject matter.', "Understanding a company's culture and vision is crucial in securing a job, as candidates will be tested on their alignment with the company's values and leadership principles during the HR round of interviews.", 'Pratilipi has about 20 million readers who read and write stories in various languages of India, such as Telugu, Malayalam, and Tamil.', "Amazon's Leadership Principles serve as an example of the importance of company values, and it is essential for candidates to align with such guiding principles during interviews.", 'The company has a vast reach with 20 million readers and writers across multiple Indian languages, showcasing a significant impact and potential for diverse content creation and consumption.']}], 'highlights': ["Sagar's successful transition from internships to a full-time data scientist role during the pandemic, showcasing the resilience and adaptability of the 2020 batch of students.", "Interview questions are often directed according to the candidate's resume, focusing on projects and internships, then delving into specific topics.", 'The assignments and case studies in the Applied AI course focus on end-to-end problem-solving, simulating real-world scenarios from identifying the problem statement to productionization, contributing significantly to skill development and career progression.', 'Effort is emphasized as a key factor in achieving milestones, as demonstrated through the impact of consistent effort in overcoming challenges and achieving progress, particularly in the face of adversities like the pandemic and economic downturn.', "Understanding a company's culture and vision is crucial in securing a job, as candidates will be tested on their alignment with the company's values and leadership principles during the HR round of interviews.", 'Pratilipi has about 20 million readers who read and write stories in various languages of India, such as Telugu, Malayalam, and Tamil.', 'The company has a vast reach with 20 million readers and writers across multiple Indian languages, showcasing a significant impact and potential for diverse content creation and consumption.']}