Currently Locked in on the learning journey #6MonthsOfLockIn. Ml/Dl, MLops, Development, GYM, AI Engineering, System Design. In love with @porsche
Joined November 2024
- Tweets 577
- Following 409
- Followers 94
- Likes 9,241
13 Photos and videos
Pinned Tweet
9 Nov 2025
Manifesting spending upcoming years in San Francisco with the GOATS 🐐!!!
Affirming it!
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Abdullah retweeted
May 29
2026 Data Engineering Roadmap 📊
Stage 1: SQL
Stage 2: Python
Stage 3: Data Modeling
Stage 4: ETL Pipelines
Stage 5: PostgreSQL
Stage 6: Spark
Stage 7: Airflow
Stage 8: Data Warehousing
Stage 9: Cloud (AWS/GCP/Azure)
Stage 10: Streaming Systems
Stage 11: Data Quality Monitoring
Stage 12: Production Pipelines
Data scientists get the spotlight.
Data engineers move the data.
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May 17
Best thing about using Claude is that before it starts hallucinating they simply ends the session limit.
No BS, straight turn off.
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May 10
I have my first ever Associate Software engineer interview scheduled in next 3 days, how do i prepare for it?
Please share material and resources.
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Abdullah retweeted
Mar 27
AI in production still follows the same IT principles:
• Least privilege
• Auditability
• Observability
• Rollback plans
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Mar 24
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Mar 11
Until and Unless you dont define your destiny
Your end goal
Your purpose
It is very hard to move blindly and just chase out there anything and everything
Sit
Talk
Explore
Find
Then stick to it and be master of it.
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Feb 15
Revised Plan for #6MonthsOfLockIn:
🎓AWS cert (Cloud Practitioner / Solutions Architect)
🐍Master Python FastAPI & Django
🤖GenAI/AI Engineering
💻TS
💻Next.js
🚀Deepen DevOps & MLOps
🧠DSA, OOP & DBs.
Later if time allows, Automation mastery
Locked in. 🚀
Feb 15
Life Update Lately:
Got an A in my FYP 1
Got an A in Devops Course
Survived a heavy semester
Explored new niches
Met amazing people
Started AWS cert prep
Finished Software Architecture for Large‑Scale Systems on Udemy.
Started Deep learning course on Coursera
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Feb 15
Life Update Lately:
Got an A in my FYP 1
Got an A in Devops Course
Survived a heavy semester
Explored new niches
Met amazing people
Started AWS cert prep
Finished Software Architecture for Large‑Scale Systems on Udemy.
Started Deep learning course on Coursera
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Feb 15
Learned to make CI/CD pipelines
Learned Docker
Attended a WorkShop @SystemsLtd and learned that how important Cloud is.
Showed at GYM 3/4 days a week
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Feb 15
Learned About GenAI
Learned basics about RAG
Learned Basics about Langchain
Tried to understand Gitflow
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Jan 16
At this point of time you only can learn software engineering through two ways
1)By making projects
2)By going through case studies, codebases, reading functionalities, understand existing systems and their flows.
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Jan 10
A successful product ≠ a successful business.
We’ve all seen brilliant products… but the company behind them collapses.
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Jan 10
💡The beauty of DDD is that it helps you build better systems and better businesses
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Jan 10
👉 Have you ever worked on a product that succeeded technically but the business failed?
What was the missing link in your experience?
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Jan 9
Gradient descent is an algorithm which step by step in an iterative way adjust parameters (weights and biases) of the layers until the error (loss) is as low as possible, achieving the best model fit.
Technical:
computes the gradient of the loss with respect to model parameters.
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