Aishwarya Pani

🚀 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗙𝗮𝗯𝗿𝗶𝗰 𝗶𝘀 𝗡𝗼𝘁 𝗝𝘂𝘀𝘁 𝘁𝗵𝗲 𝗙𝘂𝘁𝘂𝗿𝗲... 𝗜𝘁'𝘀 𝗧𝗵𝗲 𝗦𝗸𝗶𝗹𝗹 𝗖𝗼𝗺𝗽𝗮𝗻𝗶𝗲𝘀 𝗔𝗿𝗲 𝗛𝗶𝗿𝗶𝗻𝗴 𝗙𝗼𝗿...see more

I thought my first salary would make me feel successful. It didn't. My first apartment looked like this: • A mattress on the floor. • Two steel pla...see more

𝗦𝘁𝗶𝗹𝗹 𝘀𝘁𝘂𝗰𝗸 𝘄𝗶𝘁𝗵 𝘁𝗿𝗮𝗱𝗶𝘁𝗶𝗼𝗻𝗮𝗹 𝗦𝗤𝗟 𝘀𝘆𝘀𝘁𝗲𝗺𝘀? It’s time to upgrade your data engineering career. 🔹 Snowflake Data En...see more

𝐈𝐦𝐚𝐠𝐢𝐧𝐞 𝐲𝐨𝐮𝐫 𝐥𝐢𝐟𝐞 1 𝐲𝐞𝐚𝐫 𝐟𝐫𝐨𝐦 𝐧𝐨𝐰. 𝐒𝐚𝐦𝐞 𝐣𝐨𝐛. 𝐒𝐚𝐦𝐞 𝐰𝐨𝐫𝐤. 𝐒𝐚𝐦𝐞 𝐬𝐚𝐥𝐚𝐫𝐲. 𝐍𝐨𝐭𝐡𝐢𝐧𝐠 𝐜𝐡𝐚𝐧𝐠𝐞�...see more

Most aspiring Data Engineers learn cloud services individually. BigQuery. Dataflow. Dataproc. Airflow. But when it comes to interviews and real-worl...see more

𝗦𝘁𝗶𝗹𝗹 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗦𝗤𝗟 𝗯𝘂𝘁 𝗰𝗼𝗻𝗳𝘂𝘀𝗲𝗱 𝗵𝗼𝘄 𝘁𝗼 𝗯𝗲𝗰𝗼𝗺𝗲 𝗮 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿 𝗶𝗻 𝟮𝟬𝟮𝟲? Most learners get stu...see more

As a data engineer, I spend a lot of time thinking about distributions. And one of the most common ones is the Bell Curve. In any large dataset, mos...see more

𝐘𝐨𝐮 𝐰𝐨𝐫𝐤 𝐡𝐚𝐫𝐝. 𝐘𝐨𝐮 𝐦𝐞𝐞𝐭 𝐝𝐞𝐚𝐝𝐥𝐢𝐧𝐞𝐬. 𝐘𝐨𝐮 𝐬𝐨𝐥𝐯𝐞 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐢𝐬𝐬𝐮𝐞𝐬. 𝐁𝐮𝐭 𝐚𝐫𝐞 𝐲𝐨𝐮 𝐛𝐞𝐢𝐧𝐠 𝐩...see more

If you’re looking to break into Cloud Data Engineering, I highly recommend checking out the upcoming GCP batch by Shaik Saidhul. Having followed his ...see more

The more I grow as a Senior Data Engineer at EY, the less I seem to think about tools… And more about system design✔️ And so lately I’ve been working...see more

The more I grow as a Senior Data Engineer at EY, the less I seem to think about tools… And more about system design✔️ And so lately I’ve been working...see more

Last year I made my switch from Infosys → EY as a Senior Data Engineer after 3+ yrs! And in one of my interview rounds, I was asked a very real-world...see more

After my switch from Infosys → EY as a Senior Data Engineer… I’ve been asked a lot of questions about my day-to-day work 🤔 But 1 question always sto...see more

Before joining EY as a Data Engineer… I got rejected from KPMG 😔 I still remember walking out of that interview feeling confident. I thought I had d...see more

Stop blaming your company. Stop blaming the market. Be honest — When was the last time you upgraded your skills? Years are passing… but your skillse...see more

LinkedIn might tell you I’m a Data Engineer at EY today, but it won’t tell you THIS 👇 → I was rejected by KPMG before this. → I struggled to convert...see more

This pushes image APIs closer to production infrastructure, not just creative tooling. The value isn’t just generation quality, it’s the built-in re...see more

I almost stopped learning Data Engineering. Not because it was difficult. But because it felt… endless. Every time I thought I was making progress, ...see more

I recently interviewed for a Data Engineer role at Accenture, and it made me realise this 1 thing about switching… 🤔 It’s not about how many tools y...see more

𝗦𝘁𝗶𝗹𝗹 𝘀𝘁𝘂𝗰𝗸 𝘄𝗶𝘁𝗵 𝘁𝗵𝗲 𝘀𝗮𝗺𝗲 𝗽𝗮𝗰𝗸𝗮𝗴𝗲 & 𝗼𝘂𝘁𝗱𝗮𝘁𝗲𝗱 𝘁𝗼𝗼𝗹𝘀? ⚠️ Target 2x–3x growth (India: 30–60 LPA | US: $150k+ | ...see more

𝐈𝐦𝐚𝐠𝐢𝐧𝐞 𝐲𝐨𝐮𝐫 𝐥𝐢𝐟𝐞 1 𝐲𝐞𝐚𝐫 𝐟𝐫𝐨𝐦 𝐧𝐨𝐰. 𝐒𝐚𝐦𝐞 𝐣𝐨𝐛. 𝐒𝐚𝐦𝐞 𝐰𝐨𝐫𝐤. 𝐒𝐚𝐦𝐞 𝐬𝐚𝐥𝐚𝐫𝐲. 𝐍𝐨𝐭𝐡𝐢𝐧𝐠 𝐜𝐡𝐚𝐧𝐠𝐞�...see more

My switch from Infosys → EY as a Data Engineer taught me... Big4 interviews don’t test what most people prepare for 🤔 Everyone debates “DSA vs SQL” ...see more

“𝟯 𝘆𝗲𝗮𝗿𝘀... 𝗮𝗻𝗱 𝗜’𝗺 𝘀𝘁𝗶𝗹𝗹 𝗶𝗻 𝘁𝗵𝗲 𝘀𝗮𝗺𝗲 𝗿𝗼𝗹𝗲.” That message stayed with me. Not because it’s rare — but because it’s so c...see more

💬 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄𝗲𝗿 (KPMG / EY / Deloitte): “𝗘𝘅𝗽𝗹𝗮𝗶𝗻 𝘆𝗼𝘂𝗿 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗙𝗮𝗯𝗿𝗶𝗰 𝗽𝗿𝗼𝗷𝗲𝗰𝘁...” You start… And realize ...see more

𝐘𝐨𝐮 𝐰𝐨𝐫𝐤 9 𝐡𝐨𝐮𝐫𝐬 𝐝𝐚𝐢𝐥𝐲. 𝐁𝐮𝐭 𝐝𝐨 𝐲𝐨𝐮 𝐬𝐩𝐞𝐧𝐝 1 𝐡𝐨𝐮𝐫 𝐢𝐧𝐯𝐞𝐬𝐭𝐢𝐧𝐠 𝐢𝐧 𝐲𝐨𝐮𝐫𝐬𝐞𝐥𝐟? 𝐓𝐡𝐞 𝐦𝐚𝐫𝐤𝐞𝐭 𝐩𝐚�...see more

📍Jan’25 I joined EY as a Senior Data Engineer… And in one of my interviews, I was asked a very real-world question: “How would you design a scalable...see more

Most people in tech think about hikes, switches, RSUs… But when it comes to 𝗿𝗲𝗮𝗹 𝗲𝘀𝘁𝗮𝘁𝗲, we pause. I’ve seen this pattern so many times. G...see more

Most people in tech think about hikes, switches, RSUs… But when it comes to 𝗿𝗲𝗮𝗹 𝗲𝘀𝘁𝗮𝘁𝗲, we pause. I’ve seen this pattern so many times. G...see more

STOP SCROLLING – Microsoft Fabric is creating real opportunities The data engineering landscape is shifting fast. Companies are rapidly adopting 𝐌�...see more

Before joining EY as a Data Engineer… I got rejected from KPMG 😔 I still remember walking out of that interview feeling confident. I thought I had d...see more

I didn’t expect this AI tool to change how I work. Not a developer. Not “hardcore coding.” Just trying to build something faster. I gave Claude Code...see more

From Infosys → EY as a Senior Data Engineer… I’ve been asked a lot of questions about my day-to-day work 🤔 But 1 question always stood out to me 👇 ...see more

From Infosys → EY as a Senior Data Engineer… I’ve been asked a lot of questions about my day-to-day work 🤔 But 1 question always stood out to me 👇 ...see more

From Infosys → EY as a Senior Data Engineer… I’ve been asked a lot of questions about my day-to-day work 🤔 But 1 question always stood out to me 👇 ...see more

𝐘𝐨𝐮 𝐰𝐨𝐫𝐤 9 𝐡𝐨𝐮𝐫𝐬 𝐝𝐚𝐢𝐥𝐲. 𝐁𝐮𝐭 𝐝𝐨 𝐲𝐨𝐮 𝐬𝐩𝐞𝐧𝐝 1 𝐡𝐨𝐮𝐫 𝐢𝐧𝐯𝐞𝐬𝐭𝐢𝐧𝐠 𝐢𝐧 𝐲𝐨𝐮𝐫𝐬𝐞𝐥𝐟? 𝐓𝐡𝐞 𝐦𝐚𝐫𝐤𝐞𝐭 𝐩𝐚�...see more

Want to build a 𝗵𝗶𝗴𝗵-𝗽𝗮𝘆𝗶𝗻𝗴 𝗰𝗮𝗿𝗲𝗲𝗿 𝗶𝗻 𝗖𝗹𝗼𝘂𝗱 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴? Here’s the roadmap suggested by Education Ellipse:...see more

My experience working at Infosys → EY as a Data Engineer taught me a lot… But more importantly, it showed me what I could have done better. That’s w...see more

End-to-End Data Engineering with Microsoft Fabric Building a complete data pipeline is much easier now with Microsoft Fabric. Everything is in one pl...see more

Most product campaigns don’t fail because of bad design. They fail because they don’t tell a complete story. Here’s what a high-performing product c...see more

Uni-1 feels like a shift, not just another model. It does not just generate, it understands intent while creating. AI that thinks with you, not just...see more

𝗜𝘀 𝗔𝘇𝘂𝗿𝗲 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝘁𝗵𝗲 𝗙𝘂𝘁𝘂𝗿𝗲? 𝗛𝗲𝗿𝗲’𝘀 𝗪𝗵𝘆! Data is everywhere, and companies need experts to harness its...see more

This one-page resume got me shortlisted in 7+ top companies (Deloitte, EY, IBM, Accenture & more) for Data Engineer roles… Here’s how I actually buil...see more

When I look back at my switch from Infosys to EY as a Senior Data Engineer, three things made the biggest difference 👇 Early in my career, I thought...see more

This one-page resume got me shortlisted in 7+ top companies (Deloitte, EY, IBM, Accenture & more) for Data Engineer role... Here’s how I built and op...see more

🚨 𝗪𝗮𝗻𝘁 𝘁𝗼 𝗕𝗿𝗲𝗮𝗸 𝗶𝗻𝘁𝗼 𝗔𝗪𝗦 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗶𝗻 𝟮𝟬𝟮𝟱? Let me give you a 𝗿𝗼𝗮𝗱𝗺𝗮𝗽 that my fellow data engine...see more

Leave it to BengaliShaadi.com to remind you it’s wedding season. In a world of flashy campaigns, this one wins with simplicity. Local flavor, witty c...see more

🔍 After researching top product-based companies like Amazon, Microsoft, Netflix, Zomato, Goldman Sachs, Paytm, J.P. Morgan, and many more... One tre...see more

Big news! I just finished one of my most exciting projects ever! We moved our entire data system from old on-prem servers to the Azure Cloud. Here’s...see more

My resume scored 𝟴𝟴+ 𝗼𝗻 𝗔𝗧𝗦 and even got shortlisted in 7+ companies at Deloitte, EY, IBM, Accenture & more for Data Engineering roles... Here...see more

🔍 𝗔𝗳𝘁𝗲𝗿 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵𝗶𝗻𝗴 𝘁𝗼𝗽 𝗽𝗿𝗼𝗱𝘂𝗰𝘁-𝗯𝗮𝘀𝗲𝗱 𝗰𝗼𝗺𝗽𝗮𝗻𝗶𝗲𝘀 𝗹𝗶𝗸𝗲 Amazon, Microsoft, Netflix, Zomato, Goldman Sachs, P...see more

I still remember my first week learning 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴. Spark confused me. Azure Data Factory felt too much. And don’t even ask abou...see more

🔍 After researching top product-based companies like Amazon, Microsoft, Netflix, Zomato, Goldman Sachs, Paytm, J.P. Morgan, and many more... One tre...see more

This resume got a 𝟵𝟬+ 𝗔𝗧𝗦 score and was shortlisted in 7+ top companies (Deloitte, EY, IBM, Accenture & more) for a Data Engineering role.... He...see more

𝟳 𝗺𝗼𝗻𝘁𝗵𝘀 𝗮𝗴𝗼, 𝗜 𝗺𝗮𝗱𝗲 𝘁𝗵𝗲 𝘀𝘄𝗶𝘁𝗰𝗵 𝗳𝗿𝗼𝗺 Infosys → EY 𝗮𝘀 𝗮 𝗦𝗲𝗻𝗶𝗼𝗿 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿. It was not easy though!...see more

This Resume got shortlisted in 7+ companies for Deloitte , EY , IBM , Accenture & etc, for Data Engineering role… And here’s how I actually built an...see more

Preparing these questions helped me crack multiple MNCs as a Sr. Data Engineer ⬇️ 20 must-know questions to help you prepare smartly before your next...see more

Preparing these questions helped me crack multiple MNCs as a Sr. Data Engineer ⬇️ 20 must-know questions to help you prepare smartly before your next...see more

Accenture , IBM , EY , Deloitte ... 7 top companies shortlisted my resume for 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗿𝗼𝗹𝗲𝘀 ✅ Here’s exactly how I made ...see more

𝘛𝘩𝘪𝘴 𝘱𝘰𝘴𝘵 𝘪𝘴 𝘯𝘰𝘵 𝘧𝘰𝘳 𝘦𝘷𝘦𝘳𝘺𝘰𝘯𝘦! "𝐁𝐚𝐭𝐜𝐡 𝐬𝐭𝐚𝐫𝐭𝐢𝐧𝐠 ASAP; 𝑱𝒐𝒊𝒏 𝒂𝒍𝒐𝒏𝒈 𝒘𝒊𝒕𝒉 86 𝐩𝐞𝐨𝐩𝐥𝐞 𝐡𝐚𝐯𝐞 𝐚𝐥𝐫...see more

Accenture , IBM , EY , Deloitte , etc → 7 top companies shortlisted my resume For Data Engineering roles ✅ Here’s exactly how I built a resume that ...see more

🚀 𝗜𝘀 𝗔𝘇𝘂𝗿𝗲 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝘁𝗵𝗲 𝗙𝘂𝘁𝘂𝗿𝗲? 𝟭𝟬𝟬% 𝗬𝗲𝘀. 💡 Data is the new oil. Cloud is the refinery. And 𝗔𝘇𝘂𝗿𝗲...see more

A year ago, I got the chance to interview with Google for a Data Engineer role. Just receiving that interview invite felt surreal. The process had mu...see more

After working as a Senior Data Engineer at EY, I’ve realised one thing 👇🏻 Cracking a DE role at a top company isn’t about fancy tech terms. It’s ab...see more

Data Architecture is the skill I lean on the most as a Senior Data Engineer at EY. When I first joined, I was handed a project with scattered pipelin...see more

During my EY interview for Senior Data Engineer role, I was presented with a real-world case: "How would you design a scalable, secure pipeline to in...see more

🎯 𝗙𝗿𝗼𝗺 𝗗𝗿𝗲𝗮𝗺𝘀 ➡️ 𝗧𝗶𝗺𝗲𝘀 𝗦𝗾𝘂𝗮𝗿𝗲 I never imagined 𝗺𝘆 𝗳𝗮𝗰𝗲 would light up a billboard in Times Square. Yet here I am — featu...see more

The Only Azure Data Engineering Roadmap you need 1. Master the Fundamentals - SQL: Joins, CTEs, Window Functions, Indexing - Python: Pandas, NumPy, E...see more

🚀 SQL is still the KING in the cloud era! 👑 SQL remains a must-have skill for data engineers, whether in the cloud—AWS, Azure, or GCP. Check out t...see more

🚀 𝗞𝗶𝗰𝗸𝘀𝘁𝗮𝗿𝘁 𝗬𝗼𝘂𝗿 𝗖𝗮𝗿𝗲𝗲𝗿 𝗮𝘀 𝗮𝗻 𝗔𝘇𝘂𝗿𝗲 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿! 🚀  A year ago, I was exactly where you are now—confused...see more

𝗞𝗶𝗰𝗸𝘀𝘁𝗮𝗿𝘁 𝗬𝗼𝘂𝗿 𝗖𝗮𝗿𝗲𝗲𝗿 𝗮𝘀 𝗮𝗻 𝗔𝘇𝘂𝗿𝗲 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿! 🚀 Just a few years ago, I was in the same place as many of ...see more

𝗗𝗿𝗲𝗮𝗺𝗶𝗻𝗴 𝗼𝗳 𝗮 𝗖𝗮𝗿𝗲𝗲𝗿 𝗶𝗻 𝗔𝗪𝗦 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴? 𝗟𝗲𝘁’𝘀 𝗠𝗮𝗸𝗲 𝗜𝘁 𝗛𝗮𝗽𝗽𝗲𝗻! 💡 The world runs on data....see more

🚀 SQL: The Superpower Every Data Professional Needs! 📊 If you’re a Data Scientist, Data Analyst, or just someone diving into the data world, masteri...see more

🚀 Are You Ready to Take Your Big Data Career to the Next Level? I still remember how overwhelming it felt when I wanted to transition into the boomi...see more