KOMAL👩‍💻 (@KomalWCode) header
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Data Engineer @PwC 🇩🇪 Building in public 👩‍💻 SQL • Python • AWS • Data Engineering Experiments, lessons, interview prep & tech thoughts

Joined July 2026
Photo by KOMAL👩‍💻 (@KomalWCode)Photo by KOMAL👩‍💻 (@KomalWCode)Photo by KOMAL👩‍💻 (@KomalWCode)Photo by KOMAL👩‍💻 (@KomalWCode)Photo by KOMAL👩‍💻 (@KomalWCode)Photo by KOMAL👩‍💻 (@KomalWCode)Photo by KOMAL👩‍💻 (@KomalWCode)Photo by KOMAL👩‍💻 (@KomalWCode)Photo by KOMAL👩‍💻 (@KomalWCode)Photo by KOMAL👩‍💻 (@KomalWCode)
As a Data Engineer in Germany 🇩🇪 one thing I learned: companies care more about what you can BUILD than what you can list on a CV. If you’re serious about Data Engineering, build these 5 projects: Batch ETL Pipeline Real-time Kafka Pipeline Spark Data Processing Project Cloud Data Warehouse End-to-end Analytics Pipeline 5 strong projects > 50 certificates.
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KOMAL👩‍💻 retweeted
It doesn’t matter if you’re rich, broke, young, or old… …because by 11 PM everyone’s just a tired parent looking for the TV remote.
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😂😂😂🫡
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Happy Diwali 🪔❤️❤️❤️☘️
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Which attack attempts to insert malicious SQL into an application's database query? A) DDoS B) SQL Injection C) CSRF D) DNS Spoofing
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RAMAYANA – MOVIE REVIEW ⭐⭐⭐⭐½ A visually spectacular retelling of an epic story. The emotional depth of Ram and Sita’s separation, Hanuman’s devotion, and the intense confrontation with Ravana make this an unforgettable cinematic experience. The battle sequences are breathtaking, the background score gives goosebumps, and the climax delivers a powerful emotional impact. Verdict: 4.5/5 — A grand cinematic experience. #RamayanaMovie
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Which protocol provides reliable, ordered data delivery? A) UDP B) TCP C) ICMP D) ARP
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My definition of a successful life has changed. Earlier: Big salary + expensive things. Now: Healthy parents. Happy family. Stable income. Enough time to actually enjoy all three. Maybe success becomes simpler as we grow older.
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Interviewer: YOUR AI MODEL SCORES 99% ON RANDOM TEST SPLITS. On future data: 61%. What hidden evaluation mistake would you investigate?
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Which tech invention was pure genius?
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I never subscribed, never consented. Who gave them my email address? Is this Digital India or Digital Surveillance?
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A programmer writes 500 lines of code. AI generates 5,000 lines in seconds. But who will maintain those 5,000 lines after 5 years?
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KOMAL👩‍💻 retweeted
Interviewer: YOUR SQL QUERY BECAME 50X SLOWER AFTER REPLACING A CONSTANT WITH A PARAMETER. Same value. Same data. Same indexes. What could cause a completely different execution plan?
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Interviewer: YOUR SQL QUERY BECAME 50X SLOWER AFTER REPLACING A CONSTANT WITH A PARAMETER. Same value. Same data. Same indexes. What could cause a completely different execution plan?
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Interviewer: YOUR AI AGENT PASSES 99% OF TESTS BUT FAILS WHEN TOOLS RUN IN PARALLEL. Sequential execution works perfectly. What hidden problem would you investigate?
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Chrome has Incognito Mode. Edge has InPrivate Mode. Firefox has Private Browsing. If these modes don’t hide your activity from websites or internet providers, what exactly is private?
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A $20 AI subscription can generate thousands of lines of code. But one production bug can cost $100,000. Is writing code becoming cheaper than understanding it?
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Task status: 99% complete. Actual progress: Requesting access😂
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Would you rather have unlimited internet speed or unlimited cloud storage?
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A company can have 10,000 engineers. Millions of dollars in testing. And years of development. So how does one tiny software bug still bring down an entire system?
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Why can a perfectly working API suddenly fail when traffic doubles?
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