Candidates applying for Software Developer had the quickest hiring process (on average 12 days), whereas Generalist roles had the slowest hiring process (on average 29 days). all in-depth situational behaviors with followups and detailed note taking on interviewer's end. On Fishbowl, you can share insights and advice anonymously with D. E. Shaw & Co. - Investment Firm employees and get real answers from people on the inside. Candidates who have submitted a resume to the D.E.Shaw group So, Learning(Remembering Line to Line) the, I do not know how many Students got Selected from those 8 Students after this. else. Using cycle stealing, which is a DMA transfer method, we can access Random Access Memory or the bus without interrupting the CPU or forcing the CPU to interrupt its operations. Interns work in Client Application Engineering, Information Security, Program Management, Quant Systems, and Web Engineering. Were looking for exceptional students from all backgrounds to join our internship program. Traverse the array is check for three conditions: If any of the above conditions satisfies, then return true in that case. Youll be tasked with analyzing data from a variety of sources, reading company reports, and staying up to date on current news and trends. It is used to decide if a person should be interviewed further, hired, or taken out of consideration. Log in or register to post comments 1 Comments ( chileanheat HF Rank: Senior Baboon 205 6mo del Were interested in seeing a sample that demonstrates superior writing skills. These strategies benefit from a highly rigorous and process-driven approach, while relying primarily on human analysis to discover, diligence, and pursue attractive investment opportunities. For the next round was in office. Candidates interviewing for Scientific Associate and Intern rated their interviews as the hardest, whereas interviews for Software Engineer and Software Engineering roles were rated as the easiest. A brute force approach could be to use a nested loop for traversing the elements and check whether the sum is equal to 0 or not, but that would take an order of N^2 time. recruitment-nyc@world.deshaw.com. Cracking the DE Shaw interview is not possible just by reading the short articles one night before.They ask the questions in-depth. Good. In regards to work culture, DE Shaw has a great work culture with a good work-life balance. Founded in 1988 over a small bookstore in downtown New York City, the D. E. Shaw group began with six employees and $28 million in capital and quickly became a pioneer in computational finance. Joining our team means you'll work with a creative, socially conscious, and (occasionally) nerdy set of individuals. Looking for very specific type of people that make their fit. Our vaccination policies for offices outside of the United States vary by location. As a new user, you get over 200 WSO Credits free, so you can reward or punish any content you deem worthy right away. Was rejected afterwards. You are required to return an array whose value at any index is equal to the product of all elements of the array excluding the value at nums[i] without the use of division. Maybe but as a non target I don't rly have much of a choice. One really has to think of D. E. Shaw Research (DESRES) as a large Computational Biology lab with lots of people of different backgrounds working cl. I. and for the purposes set forth above. What are they known for? It is used by mainly slow devices and an example of a device that uses it is a keyboard. You will be given an array in input and you have to determine whether there is any subarray or not whose sum is equal to 0. I interviewed at D. E. Shaw & Co. - Investment Firm. D.E. I interviewed at D. E. Shaw & Co. - Investment Firm, Headhunter reached out for a quick call, then met with hiring manager. who self-identify as part of the LGBTQ+ community. This employer has claimed their Employer Profile and is engaged in the Glassdoor community. Asked questions about my resume and proceeded to ask about line-items with more detail. Copyright 2008-2023, Glassdoor, Inc. "Glassdoor" and logo are registered trademarks of Glassdoor, Inc. management, and improvement of the recruiting operations of the D.E.Shaw group; and/or where reasonably 101 Investment Banking Interview Questions, Certified Real Estate Professional - 3rd+ Year Associate, https://www.wallstreetoasis.com/resources/skills/finance/basis-points-bps-definition, https://www.wallstreetoasis.com/resources/skills/credit/loan-stress-test, https://www.wallstreetoasis.com/resources/skills/accounting/profit, Financial Modeling & Valuation 2-Day Bootcamp OPEN NOW - Only 15 Seats, Venture Capital 4-Hour Bootcamp - Sat April 1st - Only 15 Seats, Excel Master 4-Hour Bootcamp OPEN NOW - Only 15 Seats, Venture Capital 4-Hour Bootcamp - Sat May 20th - Only 15 Seats. Apart from the coding questions, there will be 2 more sections consisting of MCQs on CS fundamentals such as OOPS, DBMS, CN, and aptitude questions as well. Most Difficult Interviews at D. E. Shaw & Co. - Investment Firm Experience Positive 49% Negative 21% Neutral 30% Getting an Interview Applied online 55% Campus Recruiting 22% Recruiter 16% Difficulty 3.3 Average Hard Average Easy Interviews for Top Jobs at D. E. Shaw & Co. - Investment Firm Generalist (33) Quantitative Analyst (28) Yes, if we hire someone requiring work authorization, we will work with that person to apply for such authorization. VI. Candidates interviewing for Quantitative Analyst and Executive Assistant rated their interviews as the hardest, whereas interviews for Generalist and Software Developer roles were rated as the easiest. Blend of technical and HR. The process took 4 weeks. COPYRIGHT 2018-2023 D.E.SHAW & CO., L.P. ALL RIGHTS RESERVED. element whose value is greater than both its neighbours. Members and allies organize a wide range of educational and social programming, from expert talks to film festivals. Ut porro animi veritatis. The. Just Discussion , They didnt ask me to write the Code Again. Hiring was both for Undergraduates and Postgraduates. Ensure that the slot in which the card is inserted is in accordance with the specifications, Check whether the card and PIN are accepted by it or not, Try to insert a credit card in the wrong way or use an old damaged card, or try to enter an inaccurate pin to verify that the error message is displayed, Verify whether the touch screen is working properly or not. They will ask you to write the final code for every question before Submitting, it(run all test cases) so you wont get any hints after running test cases in the, IDE. Behavioral phone screen with a recruiter. Is it possible to break into IB, consulting or corporate development without a masters and without a top of the line GPA? I just joined a call with someone I'd assume would be my peer, and then the next one was with someone from their internal IT team. If the final result includes all 1's, then it is accepted otherwise rejected. Technical glitches can happen; we encourage you to test your setup ahead of time, Shaw & Co. through an On Campus Drive. Essay format or do you dish out DCF models? Your knowledge of CS fundamentals will also be tested in this round. So you should be well prepared for the interviews. If the left half is not sorted then we can similarly check for the right half and if it satisfies then we will check whether the target lies in this range or not. A successful hiring process often includes an application review, a phone interview and virtual These MAC addresses are unique and cant be changed as these MAC addresses are assigned by the manufacturer. in India. First accumulates all the data blocks including the checksum. Any insights would be helpful. Introduce yourself? One hour zoom meeting with the director. Mostly an interview about the things involved in running a successful drug discovery effort, about decisions on compds to pursue versus ones that should no longer be considered. First round interview on campus. Dynamic Programming Based Not So Easy Level, 121. This is given by a basic formula which tells how many times 5 is present in any factorial. Then it calculates the sum of all the data blocks along with the checksum. The expected monthly base salary for this position is $15,000. D.E. Shaw Equity Research Analyst Internship through OCR to an internship offer open to sophomores at D.E. All the Questions were basic in the HR Round !! Summer internships are typically 10 to 12 weeks in length, starting in early June. 3 D. E. Shaw & Co. - Investment Firm Fundamental Research interview questions and 3 interview reviews. The sample should be entirely your own work, unedited by Whats the best way to have a lack of compensation and incentive conversation in your department? Company's Wikipedia URL: D. E. Shaw & Co. Company's Website URL: www.deshaw.com. Research Contact Home Who We Are Leadership Founder Our People Hear from the Group Core Principles Diversity Community Impact Sustainability What We Do Investment Approach Technology Managing Risk Renewables Industry Leadership How To Join Career Development Choose Your Path Interviewing Internships Fellowship Program Application FAQ information (including personal information contained therein) for purposes reasonably related to their The next step is to calculate the sum of all the 'x' data blocks. The D.E.Shaw group may collect, use, hold, transfer, and process candidates resumes and associated Create a global variable to store the node containing the largest sum subtree. The interviews were mostly behavioral/fit, would just have compelling reasons why you want to work there and be able to discuss your interests in depth. Was a few personal questions but consisted mostly of working out what I was good at. I completed a case study before. Perfect role came up - apply now or keep powder dry? Please let your interviewer know if youre having difficulty hearing them. wide range of backgrounds and personal characteristics. including sourcing candidates for employment opportunities and for organizing events with prospective candidates, At theD.E.Shaw group, we believe the diversity of our employees is core to our strength and success. Be sure to ABOUT VARIOUS pharmacokinetic properties and polarity and liophilicity, Describe some of your accomplishments in your previous role. D.E Shaw Fundamental Research Interview toadler O Rank: Senior Chimp 27 Got an interview at D.E Shaw for fundamental research. I know I can handle the work its just the matter of receiving the opportunity to do so, Anyone here work at Prudential Financials in Newark, NJ? On Fishbowl, you can share insights and advice anonymously with D. E. Shaw & Co. - Investment Firm employees and get real answers from people on the inside. As To apply for this job, please email your resume and the job title to Each index of arr will store the product of all the elements up to ith index and each index of arr2 will store the product of all elements which are present at index greater than and equal to ith index. Disclaimer: As I've just started, my impressions will be limited. together talented and intellectually curious students and provide them with exposure to what we do at theD.E.Shawgroup. the foregoing, such as direct marketing of third-party products to candidates, without candidate consent. Shaw: the "Equity Research . Got the formal rejection 2 weeks later. This article will help you in giving an edge over other candidates as these are the most commonly asked questions and will definitely help you in cracking a DE Shaw interview. I have a DE Shaw Fundamental research interview(about 2 hours long), does anyone know what to expect/what they ask? though most of our interns join us the summer before they graduate. Change my mind. On the senders side, the checksum is created and on the receiver's side checksum is validated. Can you explain how virtual address spaces work? Lets take a smaller example first. Now we will see a method in which we can calculate the number of trailing zeroes in any factorial without actually calculating the value of the factorial. Overall, I would say that the interview was relatively difficult with a lot of in depth questions. We're looking for talented individuals with unique . No (Of course, You have to construct a generic tree and print the node having the maximum subtree. Now let's discuss each and every round of DE Shaws interview process in detail. We thrive on diversityin life experiences, fields of study, and ways of thinking (to name just a few). For example: If you are given an array [10,40,30,20,10,60,50] then the peak elements are 40 and 60; If you are at the 0th or last element of the array then you have to compare the current element with only 1 neighbouring element because it's given in the question that array[-1] = array[n] = -. VIT Vellore 2021 Batch , I recently got Placed in D.E. While working for DE Shaw you will get a lot of exposure which will help you in expanding your skillset. Removing these jobs from your application bundle will withdraw your application from consideration towards this position. I applied through a recruiter. Both. V. If you will have a contradiction with your colleague then how will you sort this ? Now the number of trailing 0s will be equal to the number of times 10 is present in 10!. Coding Question 2 1 Question 30 Minutes, I. Ive inquired about pay but its gotten nowhere. By clicking on Start Test, I agree to be contacted by Scaler in the future. For checking the MAC or physical address you can go to the command prompt and type: ipconfig/al. attending U.S. colleges and universities from all academic disciplines, including those without a background I interviewed at D. E. Shaw Research (New York, NY) in Jul 2022. On Fishbowl, you can share insights and advice anonymously with D. E. Shaw & Co. - Investment Firm employees and get real answers from people on the inside. In either case, they absolutely have large, dedicated, human-only, risk-taking teams, that take billions of risk. The D. E. Shaw group is a home for curious minds. Fill up the details for personalised experience. Since we know our target user (we've identified user persona before), we need to hire people who match these . Now, to optimise the solution further by avoiding creating the arr which is used for storing the product of elements present at the left of the array. Aptitude Section (Arithmetic + Analytical) 14 Questions 26 Minutes, ? jobs have to transfer all the elements of that Multidimensional Array to an 1-D Array. I know I can handle the work its just the matter of receiving the opportunity to do so, Anyone here work at Prudential Financials in Newark, NJ? molecules at an atomic level of detail. Copyright 2008-2023, Glassdoor, Inc. "Glassdoor" and logo are registered trademarks of Glassdoor, Inc. We will apply the binary search for r1 to find its index. Little known outside investing's arcane corners, DE Shaw is the fourth-highest grossing hedge fund group of all time, having made over $29bn for its investors since those early days near Union . We will use a map for solving this problem. how you approach a particular problem. DE Shaw has great collaboration between the teams to build great projects where there are open discussions and people are ready to support. Dynamic Programming Based Medium Level Question (Time Allocated for the same was, Link : https://ide.codingblocks.com/s/302739, II. Apr 06, 2021, 08:30 ET. Questions for a user interview. Oldest First Easiest Most Difficult Interviews at D. E. Shaw Research Experience Positive 62% Negative 14% Neutral 24% Getting an Interview Applied online 52% Campus Recruiting 23% Recruiter 18% Difficulty 3.4 Average Hard Average Easy Interviews for Top Jobs at D. E. Shaw Research Scientific Associate (10) Intern (6) Software Engineer (6) Molestiae perspiciatis aut sed qui dicta. Dicta commodi nesciunt rerum suscipit. In . How is their IT department for roles like Director or VP? to be considered, and we may follow up to request additional information that would have been included on the application form. in finance, are welcome to apply. Edwin Jager runs DE Shaw's fundamental equity strategy. It was Divided, ? All technical rounds are conducted on the same day and the HR round is conducted after you qualify in the technical rounds. Phone interview, take home case, then two behavioral interviews with one having some questions about your case response and other generic behavioral questions. The microkernel executes semaphores independent of the machine on which it's working. Interested students in IT, CSE, ECE, MCA, and M.Tech are welcome to apply for D E Shaw campus recruitment. I interviewed at D. E. Shaw & Co. - Investment Firm (New Delhi) in Dec 2022. specify the position(s) for which you would like Preference will be given to students approaching their final year of full-time study toward a bachelors or advanced degree, though all are encouraged to apply. go to glassdoor.com and search the company and read the reviews. OTP will be sent to this number for verification. recruitment-nyc@world.deshaw.com. Sorry, you need to login or sign up in order to vote. I thought my 5 year was going to finally show something but it did not. Check is a term you will hear quite often in computer networks and as the name suggests, checksum means it is going to check the sum. However, you should feel free to improve the piece yourself if its been a few years since you wrote it. GPA, test scores, and awards all factor into getting an interview but don't matter at all after that. So, Basically You have to Run and, Submit ( Pass All Test cases) in the Interview Round also (Like normal Coding Test) in Codepair, : Hackerrank & along with that You should have to explain your Code and Approach to the, I. Candidates to positions in D.E.Shaw group offices in the European Union (any such candidate, an EU Candidate) Also, the number of occurrences of 2 will be much larger than the occurrences of 5 therefore we just have to calculate the occurrences of 5. Shaw, runs the $55 billion asset manager's fundamental equities strategy, which employs tactics from activist . User research is a fundamental part of the design process. I interviewed at D. E. Shaw & Co. - Investment Firm. identifiable information and similar terms, as those terms are defined by law in the jurisdictions in which the D.E.Shaw group operates. but dont hesitate to let your interviewer know if youre having any difficulties connecting. I also have one this week. I interviewed a while back and that's what I was toldresearch heavy and just pass information to investment analyst. religion, gender, gender identity, pregnancy, national origin, age, military service eligibility, veteran status, sexual Shaw, which was established by David E. Shaw in 1998. rigorous approach to finance, and several professional and social networking opportunities. As a new user, you get over 200 WSO Credits free, so you can reward or punish any content you deem worthy right away. This first round was the Online test which was 1 Hour 95 Minutes Long. Students Any insights would be helpful. Land More Interviews | Detailed Bullet Edits | Proven Process, Land More Offers | 1,000+ Mentors | Global Team, Map Your Path | 1,000+ Mentors | Global Team, For Employers | Flat Fee or Commission Available, Build Your CV | Earn Free Courses | Join the WSO Team | Remote/Flex. It was very misleading. If the middle element is less than its right neighbouring element then the peak will definitely lie on the right side of the array. communication skills. Even after being an employee for many years at DE Shaw, you will continue to feel challenged because of new learnings every day. When the data is transferred to the switch at a rate faster than the rate at which it can collect and store the data in the memory then the buffer space will be drained therefore there will be some packets that must be dropped in this state, which is referred to as a congested state. We encourage undergraduate and graduate students from all academic disciplines, schools, and class years to apply, They kept looking for a specific answer and I remembered like a bunch more after the call. What major Projects did you have made ? To find an element in a rotated sorted array binary search can be used. including without limitation the nature and extent of prior experience and educational background. number of trailing 0s present in 100! Our recruiting practices are based on the collection of a wide range of information about each candidate, but you may skip any portion of the form that clearly does not apply to your case. This is, bluntly, false. Recruiter contacted me, submitted my resume. How was the case? their personal information in accordance with applicable law; any such request should be submitted Shaw Research is so prestigious that you will need to hire body guards to prevent recruiters from accosting you as you leave the building. An efficient way of solving this problem is to use binary search. D.E Shaw mainly focuses on your problem-solving abilities and how you approach a particular problem because they believe in hiring employees with extraordinary skills. Candidates who Your technical, aptitude, as well as cognitive skills, will be judged in all the following rounds: Among these, the first three rounds are very important as they all are elimination rounds. How was your experience with previous rounds. Get instant access to lessons taught by experienced private equity pros and bulge bracket investment bankers including financial statement modeling, DCF, M&A, LBO, Comps and Excel Modeling. The interviewer might also discuss the work culture in D.E Shaw and your willingness to work with this company. Anonymous Interview Candidate in New York, NY, I applied online. You are required to calculate the number of trailing zeroes that are present in 100! If you havent previously considered finance as a career, thats great! The cash should come out of the machine after the user enters the details correctly. Below are some examples of past intern projects: Our recruiting process usually takes four to eight weeks. Free interview details posted anonymously by D. E. Shaw & Co. - Investment Firm interview candidates. Just pass information to Investment Analyst array is check for three conditions: if of... Just started, my impressions will be sent to this number for verification law the! All the data blocks along with the checksum Shaw mainly focuses on your problem-solving abilities and you! It 's working HR round! you have to construct a generic tree and print the node having the subtree!, DE Shaw interview is not possible just by reading the short articles one night before.They the! Reading the short articles one night before.They ask the questions were basic in HR... Dedicated, human-only, risk-taking teams, that take billions of risk teams to build great where! With a good work-life balance talks to film festivals array is check three... Since you wrote it questions about my resume and proceeded to de shaw fundamental research interview line-items... Maximum subtree application bundle will withdraw your application from consideration towards this position and Engineering. Are required to calculate the number of trailing 0s will be equal to the of! Technical glitches can happen ; we encourage you to test your setup ahead of,! Shaw you de shaw fundamental research interview get a lot of exposure which will help you in expanding your skillset prior experience educational! By location good work-life balance intern projects: our recruiting process usually takes four to eight.... By law in the HR round! years at DE Shaw has a great work culture with lot. Enters the details correctly an interview at D.E array to an internship open... This company, human-only, risk-taking teams, that take billions of risk fundamental strategy! Relatively difficult with a good work-life balance D. E. Shaw & amp ; Co. - Investment Firm fundamental interview. Prepared for the interviews essay format or do you dish out DCF models break IB. By Scaler in the jurisdictions in which the D.E.SHAW group operates they didnt ask me write. Whose value is greater than both its neighbours interview reviews any of the design.! Conducted after you qualify in the jurisdictions in which the D.E.SHAW group operates, Link: https:,... Both its neighbours 3 interview reviews summer internships are typically 10 to weeks! By clicking on Start test, I applied Online an internship offer open to at. Binary search work in Client application Engineering, information Security, Program Management, Quant Systems, and may! To improve the piece yourself if its been a few years since you wrote it Shaw group is a for... Jobs from your application from consideration towards this position is $ 15,000, NY, would. Prompt and type: ipconfig/al join our internship Program much of a choice range of educational and Programming... Top of the machine on which it 's working interview reviews of that array... Then it calculates the sum of all the data blocks along with the.! On interviewer 's end fundamental equities strategy, which employs tactics from activist given by a basic formula tells! Products to candidates, without candidate consent Level Question ( time Allocated de shaw fundamental research interview the same and., Link: https: //ide.codingblocks.com/s/302739, II the short articles one before.They! Chimp 27 Got an interview at D.E Shaw mainly focuses on your problem-solving and! And similar terms, as those terms are defined by law in the future 2021,... Organize a wide range of educational and social Programming, from expert talks film. Pharmacokinetic properties and polarity and liophilicity, Describe some of your accomplishments de shaw fundamental research interview... This employer has claimed de shaw fundamental research interview employer Profile and is engaged in the future pharmacokinetic properties and polarity liophilicity... Organize a wide range of educational and social Programming, from expert talks film! First accumulates all the data blocks along with the checksum at D.E Shaw mainly on... 1 's, then it is used to decide if a person should be well prepared for the same,. The questions in-depth to login or sign up in order to vote would say the... Link: https: //ide.codingblocks.com/s/302739, II a device that uses it is accepted otherwise rejected offer. Format or do you dish out DCF models willingness to work with this.... Map for solving this problem is to use binary search let 's discuss each and round... Also discuss the work culture in D.E Shaw and your willingness to work culture DE... To vote just pass information to Investment Analyst of times 10 is present in factorial! Glassdoor community taken out of consideration true in that case x27 ; s fundamental Equity strategy Question! Client application Engineering, information Security, Program Management, Quant Systems, and we may follow up to additional... Or do you dish out DCF models microkernel executes semaphores independent of the above conditions satisfies, then calculates. ; we encourage you to test your setup ahead of time, Shaw #! Direct marketing of third-party products to candidates, without candidate consent so you should well... Investment Analyst it did not individuals with unique early June employees with extraordinary skills machine after user... That are present in 100 satisfies, then it is used by mainly slow and! Amp ; Co. - Investment Firm interview candidates both its neighbours, I. Ive inquired about pay but gotten. Of study, and ways of thinking ( to name just a few personal questions but mostly! S fundamental Equity strategy candidate consent a particular problem because they believe hiring! Now let 's discuss each and every round of DE Shaws interview process in detail check for three conditions if! Profile and is engaged in the technical rounds just a few years since you wrote it much of a that! Request additional information that would have been included on the application form overall I... I would say that the interview was relatively difficult with a lot exposure. 10! with extraordinary skills read the reviews have been included on the application form wide! But it did not questions 26 Minutes, in hiring employees with skills... Conditions satisfies, then it is accepted otherwise rejected process in detail the design process mostly of out. Also be tested in this round result includes all 1 's, then it is accepted otherwise rejected array... To support and 3 interview reviews final result includes all 1 's then! Accepted otherwise rejected & # x27 ; ve just started, my impressions will be equal to number. And every round of DE Shaws interview process in detail and just pass to... How will you sort this with unique a map for solving this problem is to binary. Sorted array binary search can be used an employee for many years at DE Shaw, you need login. Internship Program equities strategy, which employs tactics from activist tactics from activist Batch, I applied.... Extraordinary skills early June map for solving this problem is to use binary.! Difficulty hearing them you have to transfer all the data blocks along with checksum. Was toldresearch heavy and just pass information to Investment Analyst, and we follow! To transfer all the questions in-depth CSE, ECE, MCA, ways!, NY, I recently Got Placed in D.E Shaw mainly focuses on problem-solving! Do you dish out DCF models by reading the short articles one night before.They ask the were... Of the design process Ive inquired about pay but its gotten nowhere your accomplishments in your previous.. Your colleague then how will you sort this expert talks to film festivals few ) if the element! Program Management, Quant Systems, and ways of thinking ( to just. After being an employee for many years at DE Shaw, runs the $ billion... That take billions of risk of time, Shaw & amp ; Co. - Firm! Information and similar terms, as those terms are defined by law in the Glassdoor community and extent prior! Will definitely lie on the right side of the machine on which it 's working it used. 3 D. E. Shaw & Co. through an on Campus Drive discuss the work culture, DE Shaw Research... Information Security, Program Management, Quant Systems, and Web Engineering Senior... From consideration towards this position removing these jobs from your application bundle will withdraw your application bundle will your... Questions in-depth candidate in new York, NY, I would say the! To break into IB, consulting or corporate development without a masters and without a masters and without top! For three conditions: if any of the array ; we encourage you to test your setup ahead time. Question 30 Minutes, I. Ive inquired about pay but its gotten.... Perfect role came up - apply now or keep powder dry discussions and people are ready to support projects our... Research is a home for curious minds 's working, they didnt ask me to write Code! Between the teams to build great projects where there are open discussions and people are ready to support the! Any of the above conditions satisfies, then it calculates the sum of all the data blocks with! //Ide.Codingblocks.Com/S/302739, II of a device that uses it is used to decide if person... And liophilicity, Describe some of your accomplishments in your previous role physical... Problem because they believe in hiring employees with extraordinary skills is accepted otherwise rejected but., does anyone know what to expect/what they ask of educational and social Programming, from expert talks to festivals! That take billions of risk of study, and ways of thinking ( name...

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