I have researched lots of product-based companies like Amazon, Microsoft, Netflix, Zomato, Goldman Sachs, Paytm, J.P. Morgan, etc., for SDE-1, and 2 roles, and found that these 20 system design questions are almost asked in every interview, both at the fresher and experienced levels.
https://www.linkedin.com/posts/rajatgajbhiye_i-have-researched-lots-of-product-based-companies-activity-7385893711584428032-Z4xl
Do read โค๏ธ๐๐ผ
https://www.linkedin.com/posts/rajatgajbhiye_i-have-researched-lots-of-product-based-companies-activity-7385893711584428032-Z4xl
Do read โค๏ธ๐๐ผ
โค3๐1
I had 8 interviews and 0 offers.
After the 17th, I had 5 offers in hand.
https://www.linkedin.com/posts/rajatgajbhiye_i-had-8-interviews-and-0-offers-after-activity-7386035517429108736-qJrz
Do read โค๏ธ๐๐ผ
After the 17th, I had 5 offers in hand.
https://www.linkedin.com/posts/rajatgajbhiye_i-had-8-interviews-and-0-offers-after-activity-7386035517429108736-qJrz
Do read โค๏ธ๐๐ผ
โค2๐2
Give me 2 minutes,
I'll tell you How to clear DATA Engineer interviews
From Beginner to Pro in Azure Data Engineering โ Start Your Journey the Smart Way in 2025
๐ Start Date: 25th October 2025
โฐ Time: 10 AM โ 11 AM IST | Saturday
๐๐ผ๐๐ฟ๐๐ฒ ๐๐ผ๐ป๐๐ฒ๐ป๐: https://drive.google.com/file/d/1YufWV0Ru6SyYt-oNf5Mi5H8mmeV_kfP-/view
๐ฅ๐ฒ๐ด๐ถ๐๐๐ฒ๐ฟ ๐ต๐ฒ๐ฟ๐ฒ: https://forms.gle/v84qW3bG7VHu6BAk7
๐๐ผ๐ถ๐ป ๐ช๐ต๐ฎ๐๐๐๐ฝ๐ฝ ๐๐ฟ๐ผ๐๐ฝ: https://chat.whatsapp.com/CONhbkkRrnB8MK7GjXbXS4?mode=ems_copy_t
๐ช๐ต๐ฎ๐๐๐ฎ๐ฝ๐ฝ ๐๐ต๐ฎ๐ป๐ป๐ฒ๐น: https://www.whatsapp.com/channel/0029Vb60rGU8V0thkpbFFW2n
Team
PVR Cloud Tech :)
+91-9346060794
I'll tell you How to clear DATA Engineer interviews
From Beginner to Pro in Azure Data Engineering โ Start Your Journey the Smart Way in 2025
๐ Start Date: 25th October 2025
โฐ Time: 10 AM โ 11 AM IST | Saturday
๐๐ผ๐๐ฟ๐๐ฒ ๐๐ผ๐ป๐๐ฒ๐ป๐: https://drive.google.com/file/d/1YufWV0Ru6SyYt-oNf5Mi5H8mmeV_kfP-/view
๐ฅ๐ฒ๐ด๐ถ๐๐๐ฒ๐ฟ ๐ต๐ฒ๐ฟ๐ฒ: https://forms.gle/v84qW3bG7VHu6BAk7
๐๐ผ๐ถ๐ป ๐ช๐ต๐ฎ๐๐๐๐ฝ๐ฝ ๐๐ฟ๐ผ๐๐ฝ: https://chat.whatsapp.com/CONhbkkRrnB8MK7GjXbXS4?mode=ems_copy_t
๐ช๐ต๐ฎ๐๐๐ฎ๐ฝ๐ฝ ๐๐ต๐ฎ๐ป๐ป๐ฒ๐น: https://www.whatsapp.com/channel/0029Vb60rGU8V0thkpbFFW2n
Team
PVR Cloud Tech :)
+91-9346060794
Just add a login button.
How hard can it be?
You take a username and password, check in the DB, and log them in.
Until real users start logging in from multiple devicesโฆ and your system falls apart under โsimpleโ expectations.
Hereโs why ๐
https://www.linkedin.com/posts/rajatgajbhiye_just-add-a-login-button-how-hard-can-it-activity-7386754875872919553-C9JW
Do read โค๏ธ๐๐ผ
How hard can it be?
You take a username and password, check in the DB, and log them in.
Until real users start logging in from multiple devicesโฆ and your system falls apart under โsimpleโ expectations.
Hereโs why ๐
https://www.linkedin.com/posts/rajatgajbhiye_just-add-a-login-button-how-hard-can-it-activity-7386754875872919553-C9JW
Do read โค๏ธ๐๐ผ
Before accepting a job offer:
(Do this to avoid working in a toxic workplace)
1. Click 'Search' on LinkedIn.
2. Find the company you interviewed at.
3. Press the 'people' button and filter it down.
4. Filter by 'location', and 'what they do' specifically.
5. Now, look for people who left the company recently.
6. To do so, click "all filters" and select 'past employees.'
Send them this message:
https://www.linkedin.com/posts/rajatgajbhiye_before-accepting-a-job-offer-do-this-to-activity-7387120221259546624-wDxk
Do read โค๏ธ๐๐ผ
(Do this to avoid working in a toxic workplace)
1. Click 'Search' on LinkedIn.
2. Find the company you interviewed at.
3. Press the 'people' button and filter it down.
4. Filter by 'location', and 'what they do' specifically.
5. Now, look for people who left the company recently.
6. To do so, click "all filters" and select 'past employees.'
Send them this message:
https://www.linkedin.com/posts/rajatgajbhiye_before-accepting-a-job-offer-do-this-to-activity-7387120221259546624-wDxk
Do read โค๏ธ๐๐ผ
โค4
These 9 System Design patterns cover 90% of the interviews youโll ever face ๐
I wish someone had given me this list when I was stuck.
(Wouldโve saved me days of overthinking and going through 100+ YouTube videos)
๐ง๐ผ๐ฝ ๐๐ฟ๐ฒ๐ฒ ๐ฅ๐ฒ๐๐ผ๐๐ฟ๐ฐ๐ฒ๐ ๐ณ๐ผ๐ฟ ๐ฆ๐๐๐๐ฒ๐บ ๐๐ฒ๐๐ถ๐ด๐ป:
https://www.linkedin.com/posts/rajatgajbhiye_these-9-system-design-patterns-cover-90-activity-7387481978461143041-ikPA
Do read โค๏ธ๐๐ผ
I wish someone had given me this list when I was stuck.
(Wouldโve saved me days of overthinking and going through 100+ YouTube videos)
๐ง๐ผ๐ฝ ๐๐ฟ๐ฒ๐ฒ ๐ฅ๐ฒ๐๐ผ๐๐ฟ๐ฐ๐ฒ๐ ๐ณ๐ผ๐ฟ ๐ฆ๐๐๐๐ฒ๐บ ๐๐ฒ๐๐ถ๐ด๐ป:
https://www.linkedin.com/posts/rajatgajbhiye_these-9-system-design-patterns-cover-90-activity-7387481978461143041-ikPA
Do read โค๏ธ๐๐ผ
โค2
No matter if you have 1, 2, or 5 years of experience.
Truth is:
If you are giving an interview at any good product-based company or MNCs, 3-5 rounds are just:
- DSA, Development (2 to 3 rounds), and
- System Design (1 to 2 rounds)
No matter what others say, that's my experience: we have to excel in these three areas (DSA, Development, and System Design, including LLD and HLD) to clear any interview; there are no shortcuts.
The playlist below will help you in your preparation:
https://www.linkedin.com/posts/rajatgajbhiye_no-matter-if-you-have-1-2-or-5-years-of-activity-7387841020731944960-xpns
Do read โค๏ธ๐๐ผ
Truth is:
If you are giving an interview at any good product-based company or MNCs, 3-5 rounds are just:
- DSA, Development (2 to 3 rounds), and
- System Design (1 to 2 rounds)
No matter what others say, that's my experience: we have to excel in these three areas (DSA, Development, and System Design, including LLD and HLD) to clear any interview; there are no shortcuts.
The playlist below will help you in your preparation:
https://www.linkedin.com/posts/rajatgajbhiye_no-matter-if-you-have-1-2-or-5-years-of-activity-7387841020731944960-xpns
Do read โค๏ธ๐๐ผ
โค5
I am ๐ต๐ถ๐ฟ๐ถ๐ป๐ด you as a ๐ฆ๐ผ๐ณ๐๐๐ฎ๐ฟ๐ฒ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ if you can answer these 35 questions:
https://www.linkedin.com/posts/rajatgajbhiye_i-am-%F0%9D%97%B5%F0%9D%97%B6%F0%9D%97%BF%F0%9D%97%B6%F0%9D%97%BB%F0%9D%97%B4-you-as-a-%F0%9D%97%A6%F0%9D%97%BC%F0%9D%97%B3%F0%9D%98%81%F0%9D%98%84%F0%9D%97%AE%F0%9D%97%BF-activity-7388200400224555009-dFon
Do read โค๏ธ
https://www.linkedin.com/posts/rajatgajbhiye_i-am-%F0%9D%97%B5%F0%9D%97%B6%F0%9D%97%BF%F0%9D%97%B6%F0%9D%97%BB%F0%9D%97%B4-you-as-a-%F0%9D%97%A6%F0%9D%97%BC%F0%9D%97%B3%F0%9D%98%81%F0%9D%98%84%F0%9D%97%AE%F0%9D%97%BF-activity-7388200400224555009-dFon
Do read โค๏ธ
โค3๐1
This is my updated resume, having an ๐๐ง๐ฆ ๐ฆ๐ฐ๐ผ๐ฟ๐ฒ ๐ผ๐ณ ๐บ๐ผ๐ฟ๐ฒ ๐๐ต๐ฎ๐ป ๐ด๐ฌ
Here are some strategies I followed while creating this ๐
https://www.linkedin.com/posts/rajatgajbhiye_my-resume-activity-7388565579340849152-em4e
Do read โค๏ธ๐๐ผ
Here are some strategies I followed while creating this ๐
https://www.linkedin.com/posts/rajatgajbhiye_my-resume-activity-7388565579340849152-em4e
Do read โค๏ธ๐๐ผ
โค3
Microsoft asked this exact question in 2 back-to-back interviews.
CTC: 30LPA
https://www.linkedin.com/posts/rajatgajbhiye_microsoft-asked-this-exact-question-in-2-activity-7388804761715621888-5ACy
Do read โค๏ธ๐๐ผ
CTC: 30LPA
https://www.linkedin.com/posts/rajatgajbhiye_microsoft-asked-this-exact-question-in-2-activity-7388804761715621888-5ACy
Do read โค๏ธ๐๐ผ
โค1
Multiple offers and smart negotiation got me 26LPA in 40 days, even when my notice period was 90 days.
What worked for me:
https://www.linkedin.com/posts/rajatgajbhiye_multiple-offers-and-smart-negotiation-got-activity-7388930128363388929-8aCL
Do read โค๏ธ๐๐ผ
What worked for me:
https://www.linkedin.com/posts/rajatgajbhiye_multiple-offers-and-smart-negotiation-got-activity-7388930128363388929-8aCL
Do read โค๏ธ๐๐ผ
โค1
I solved 0 System Design problems.
And still cracked a 25 LPA offer.
https://www.linkedin.com/posts/rajatgajbhiye_i-solved-0-system-design-problems-and-activity-7389301273432309760-COwx
Do read โค๏ธ๐๐ผ
And still cracked a 25 LPA offer.
https://www.linkedin.com/posts/rajatgajbhiye_i-solved-0-system-design-problems-and-activity-7389301273432309760-COwx
Do read โค๏ธ๐๐ผ
๐1
30LPA at BlackRock
This is the classic question they generally ask
https://www.linkedin.com/posts/rajatgajbhiye_30lpa-at-blackrock-this-is-the-classic-activity-7389539180252495872-krRy
Do read ๐๐ผโค๏ธ
This is the classic question they generally ask
https://www.linkedin.com/posts/rajatgajbhiye_30lpa-at-blackrock-this-is-the-classic-activity-7389539180252495872-krRy
Do read ๐๐ผโค๏ธ
โค1
2020 โ graduated with 6.79cgpa, unplaced
2021 โ rejected in 12+ off-campus interviews
2022 โ joined Suma with 3LPA
2023 โ got my 1st freelance client
https://www.linkedin.com/posts/rajatgajbhiye_2020-graduated-with-679cgpa-unplaced-activity-7389657114052464640-vSI0
Do read โค๏ธ๐๐ผ
2021 โ rejected in 12+ off-campus interviews
2022 โ joined Suma with 3LPA
2023 โ got my 1st freelance client
https://www.linkedin.com/posts/rajatgajbhiye_2020-graduated-with-679cgpa-unplaced-activity-7389657114052464640-vSI0
Do read โค๏ธ๐๐ผ
โค4
I did not like DSA until
I found these 16 problem-solving patterns
https://www.linkedin.com/posts/rajatgajbhiye_i-did-not-like-dsa-until-i-found-these-16-activity-7389870127493648384-UZsP
Do read โค๏ธ๐๐ผ
I found these 16 problem-solving patterns
https://www.linkedin.com/posts/rajatgajbhiye_i-did-not-like-dsa-until-i-found-these-16-activity-7389870127493648384-UZsP
Do read โค๏ธ๐๐ผ
โค3
50LPA at Amazon
These were the EXACT questions asked in 2025
https://www.linkedin.com/posts/rajatgajbhiye_50lpa-at-amazon-these-were-the-exact-questions-activity-7390379200823574528-NKZz
Do read โค๏ธ๐๐ผ
These were the EXACT questions asked in 2025
https://www.linkedin.com/posts/rajatgajbhiye_50lpa-at-amazon-these-were-the-exact-questions-activity-7390379200823574528-NKZz
Do read โค๏ธ๐๐ผ
โค1
65 companies targeted
34 referrals
17 interviews
12 rejections
5 offers
Hereโs what actually made the difference:
https://www.linkedin.com/posts/rajatgajbhiye_65-companies-targeted-34-referrals-17-interviews-activity-7390751069527752704-7vWp
Do read โค๏ธ๐๐ผ
34 referrals
17 interviews
12 rejections
5 offers
Hereโs what actually made the difference:
https://www.linkedin.com/posts/rajatgajbhiye_65-companies-targeted-34-referrals-17-interviews-activity-7390751069527752704-7vWp
Do read โค๏ธ๐๐ผ
โค2
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India created history today!
Our womenโs team just lifted the 2025 World Cup, pure goosebumps moment๐ฅ
To celebrate this victory, Iโm giving 50% OFF on my System Design Guide for every engineer who dreams big like Team India ๐ช
Get the Guide here:
- https://topmate.io/rajat_gajbhiye/1446625?coupon_code=INDIA50
Use code INDIA50
Letโs celebrate excellence, on the field and in your career :)
Our womenโs team just lifted the 2025 World Cup, pure goosebumps moment๐ฅ
To celebrate this victory, Iโm giving 50% OFF on my System Design Guide for every engineer who dreams big like Team India ๐ช
Get the Guide here:
- https://topmate.io/rajat_gajbhiye/1446625?coupon_code=INDIA50
Use code INDIA50
Letโs celebrate excellence, on the field and in your career :)
โค4
10 projects that will get you shortlisted at MNCs
https://www.linkedin.com/posts/rajatgajbhiye_10-projects-that-will-get-you-shortlisted-activity-7391059446375911424-IuPs
Do like โค๏ธ๐๐ผ
https://www.linkedin.com/posts/rajatgajbhiye_10-projects-that-will-get-you-shortlisted-activity-7391059446375911424-IuPs
Do like โค๏ธ๐๐ผ
โค2๐1
Recently, I got a 20LPA Job Offer from Oracle
Position: Backend Engineer
https://www.linkedin.com/posts/rajatgajbhiye_recently-i-got-a-20lpa-job-offer-from-oracle-activity-7391319254731673600-iRlG
Do read โค๏ธ๐๐ผ
Position: Backend Engineer
https://www.linkedin.com/posts/rajatgajbhiye_recently-i-got-a-20lpa-job-offer-from-oracle-activity-7391319254731673600-iRlG
Do read โค๏ธ๐๐ผ
๐1
Recently, I got a 20LPA Job Offer from Oracle
Position: Backend Engineer
๐ฃ๐ต๐ผ๐ป๐ฒ ๐ฆ๐ฐ๐ฟ๐ฒ๐ฒ๐ป๐ถ๐ป๐ด ๐ฅ๐ผ๐๐ป๐ฑ
- Intro: Brief discussion about my background, tech stack, projects, current role & motivations
- A couple of โtheory + practicalโ Java questions (difference between interface and abstract class, synchronization)
๐ญ๐๐ ๐ฅ๐ผ๐๐ป๐ฑ (๐ง๐ฒ๐ฐ๐ต๐ป๐ถ๐ฐ๐ฎ๐น / ๐๐ผ๐ฑ๐ถ๐ป๐ด)
- Given a tree, find the diameter (longest path)
- Given an array of integers, find count of subarrays whose sum equals K
- Difference between HashMap and ConcurrentHashMap
- How youโd handle thread safety in a microservice
- Write a small snippet for producer-consumer using wait/notify or blocking queue
๐ฎ๐ป๐ฑ ๐ฅ๐ผ๐๐ป๐ฑ (๐ฆ๐๐๐๐ฒ๐บ ๐๐ฒ๐๐ถ๐ด๐ป + ๐๐ฟ๐ฐ๐ต๐ถ๐๐ฒ๐ฐ๐๐๐ฟ๐ฒ)
- High-level: Design a URL shortening service
- How to handle high traffic / scaling / rate limit
- Discussion on trade-offs (sharding vs caching, consistency vs availability, etc)
๐ฏ๐ฟ๐ฑ ๐ฅ๐ผ๐๐ป๐ฑ (๐ง๐ฒ๐ฐ๐ต ๐๐ฒ๐ฎ๐ฑ)
- Asked me to explain one of my past features in detail (end to end)
- How modules communicate, failure modes, retries, fallback logic
- GC strategies, memory leaks, class loaders
- How to debug production issues (thread dumps, monitoring, alerting)
- How services communicate (sync vs async), circuit breakers, idempotency
- Database scaling (read replicas, partitioning)
๐ ๐ฎ๐ป๐ฎ๐ด๐ฒ๐ฟ๐ถ๐ฎ๐น/๐๐ฒ๐ฎ๐ฑ๐ฒ๐ฟ๐๐ต๐ถ๐ฝ ๐ฅ๐ผ๐๐ป๐ฑ
- Behavioral: conflict resolution, how you handled missed deadlines, working with cross-teams
- Leadership/initiative: times you improved an existing system or took ownership
- Roadmap alignment: what you want to do in 1โ2 years, how your growth looks
Position: Backend Engineer
๐ฃ๐ต๐ผ๐ป๐ฒ ๐ฆ๐ฐ๐ฟ๐ฒ๐ฒ๐ป๐ถ๐ป๐ด ๐ฅ๐ผ๐๐ป๐ฑ
- Intro: Brief discussion about my background, tech stack, projects, current role & motivations
- A couple of โtheory + practicalโ Java questions (difference between interface and abstract class, synchronization)
๐ญ๐๐ ๐ฅ๐ผ๐๐ป๐ฑ (๐ง๐ฒ๐ฐ๐ต๐ป๐ถ๐ฐ๐ฎ๐น / ๐๐ผ๐ฑ๐ถ๐ป๐ด)
- Given a tree, find the diameter (longest path)
- Given an array of integers, find count of subarrays whose sum equals K
- Difference between HashMap and ConcurrentHashMap
- How youโd handle thread safety in a microservice
- Write a small snippet for producer-consumer using wait/notify or blocking queue
๐ฎ๐ป๐ฑ ๐ฅ๐ผ๐๐ป๐ฑ (๐ฆ๐๐๐๐ฒ๐บ ๐๐ฒ๐๐ถ๐ด๐ป + ๐๐ฟ๐ฐ๐ต๐ถ๐๐ฒ๐ฐ๐๐๐ฟ๐ฒ)
- High-level: Design a URL shortening service
- How to handle high traffic / scaling / rate limit
- Discussion on trade-offs (sharding vs caching, consistency vs availability, etc)
๐ฏ๐ฟ๐ฑ ๐ฅ๐ผ๐๐ป๐ฑ (๐ง๐ฒ๐ฐ๐ต ๐๐ฒ๐ฎ๐ฑ)
- Asked me to explain one of my past features in detail (end to end)
- How modules communicate, failure modes, retries, fallback logic
- GC strategies, memory leaks, class loaders
- How to debug production issues (thread dumps, monitoring, alerting)
- How services communicate (sync vs async), circuit breakers, idempotency
- Database scaling (read replicas, partitioning)
๐ ๐ฎ๐ป๐ฎ๐ด๐ฒ๐ฟ๐ถ๐ฎ๐น/๐๐ฒ๐ฎ๐ฑ๐ฒ๐ฟ๐๐ต๐ถ๐ฝ ๐ฅ๐ผ๐๐ป๐ฑ
- Behavioral: conflict resolution, how you handled missed deadlines, working with cross-teams
- Leadership/initiative: times you improved an existing system or took ownership
- Roadmap alignment: what you want to do in 1โ2 years, how your growth looks
โค6๐2