RUBIA QAMAR
Project Manager, Business Analyst, Analytics Engineer, Strategic Analyst, AI / ML Engineer , Product Owner, Product Manager, Data Scientist
Loughborough, England, United Kingdom
4K followers
500+ connections
About
Driven and forward-thinking leader with over four years of product owner experience and three years of Business Analyst experience seeking a Product owner role. Eager to support Tech team with leadership and guidance over a wide range of product development efforts.
Articles by RUBIA
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Reinventing the Real Estate Market using Artificial Intelligence
Reinventing the Real Estate Market using Artificial Intelligence
By RUBIA QAMAR
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How Business Analysis can boost Start-up Ecosystem
How Business Analysis can boost Start-up Ecosystem
By RUBIA QAMAR
Contributions
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What do you do if you want to move from software developer to technical lead?
Sharpen Your Technical Skills: Stay Relevant: Keep your coding skills sharp in the languages and frameworks your team uses. Explore new technologies relevant to your domain and stay updated on industry trends. Deepen Your Knowledge: Go beyond coding and delve deeper into system design, architecture principles, and best practices. This will help you make informed technical decisions for the project. Develop Leadership Skills: Communication: Hone your communication skills to explain complex technical concepts clearly to both technical and non-technical audiences. Mentorship: Become a mentor for junior developers. Share your knowledge, guide them through challenges, and provide constructive feedback.
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What do you do if you want to level up your AI expertise in cloud computing and distributed systems?
Learning the Fundamentals: Cloud Platforms: Deepen your understanding of major cloud platforms like AWS, Azure, or GCP. Take their online courses, tutorials, and certifications to grasp their services for AI development and deployment. Distributed Systems: Learn the concepts of distributed computing, parallel processing, and frameworks like Apache Spark or Ray. These are crucial for scaling AI workloads across multiple machines. Containerization: Explore containerization technologies like Docker and Kubernetes. They help package and deploy AI applications efficiently in cloud environments. Build Projects: Develop practical AI projects that leverage cloud resources.
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How can you avoid multicollinearity in statistical learning methods?
Domain Knowledge: When designing your study, consider if certain variables are inherently related and try to avoid including redundant ones in your model. Centering Variables: Subtracting the mean from each independent variable can reduce collinearity arising from centered effects. Feature Selection: This involves removing highly correlated variables. However, this should be done judiciously, considering the importance of each variable to your analysis. Dimensionality Reduction: Techniques like Principal Component Analysis (PCA) can create a new set of uncorrelated variables that capture the important information from the original set. Regularization: Regularization methods like Ridge Regression and LASSO regression can be employed.
Activity
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Mathematics was my first love, but she kept a dark secret from me. 💔 📚 I met her at university. ❤️She told me all about Bernoulli, Gauss and…
Mathematics was my first love, but she kept a dark secret from me. 💔 📚 I met her at university. ❤️She told me all about Bernoulli, Gauss and…
Liked by RUBIA QAMAR
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While LLMs are incredibly powerful tools, their effectiveness hinges on their access to and understanding of domain-specific information. Imagine…
While LLMs are incredibly powerful tools, their effectiveness hinges on their access to and understanding of domain-specific information. Imagine…
Shared by RUBIA QAMAR
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Awareness to young graduates !! #QNETscam has been spreading across Pakistan and they are targetting young-fresh graduates from universities. As…
Awareness to young graduates !! #QNETscam has been spreading across Pakistan and they are targetting young-fresh graduates from universities. As…
Liked by RUBIA QAMAR
Experience
Education
Licenses & Certifications
Courses
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Accounts & Finance
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Advance Business Statistics
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Business Strategy
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Data Analytics
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Leadership
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Marketing Management
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Projects
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How stationarity of a data in stock market relates with EMH of the market.
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Most updated apps on Google play store based on different variables like ratings, genre, type,etc.
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impact of data analytics on increasing the sales of e-commerce business in the UAE
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optimized drilling of a conventional reservoir
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Honors & Awards
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Best employee of the month
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Best
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1st position in HSSC board exams.
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1st position in SSC board exams.
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Languages
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English
Full professional proficiency
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Urdu
Native or bilingual proficiency
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Hindi
Limited working proficiency
Recommendations received
5 people have recommended RUBIA
Join now to viewMore activity by RUBIA
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95% of Machine Learning solutions in the real world are for tabular data. Not LLMs, not transformers, not agents, not fancy stuff. Learning to do…
95% of Machine Learning solutions in the real world are for tabular data. Not LLMs, not transformers, not agents, not fancy stuff. Learning to do…
Liked by RUBIA QAMAR
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I built a web app in 3 days, with absolutely no software development experience. Here are the AI tools that I used: 𝘕𝘰𝘯𝘦 𝘰𝘧 𝘵𝘩𝘪𝘴 𝘪𝘴…
I built a web app in 3 days, with absolutely no software development experience. Here are the AI tools that I used: 𝘕𝘰𝘯𝘦 𝘰𝘧 𝘵𝘩𝘪𝘴 𝘪𝘴…
Liked by RUBIA QAMAR
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Syntax can be Googled How you solve a problem comes with experience And you can create that "experience" (even without ever being in data) It's…
Syntax can be Googled How you solve a problem comes with experience And you can create that "experience" (even without ever being in data) It's…
Liked by RUBIA QAMAR
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Maybe it's time we turn the tables and demand 3 "happy employee" references from potential employers! After all, a team of happy, motivated…
Maybe it's time we turn the tables and demand 3 "happy employee" references from potential employers! After all, a team of happy, motivated…
Liked by RUBIA QAMAR
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I was moved to tears learning about his background. This guy won a first gold medal 🥇 for his country and broke a world record without any…
I was moved to tears learning about his background. This guy won a first gold medal 🥇 for his country and broke a world record without any…
Liked by RUBIA QAMAR
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Join me at Big Data LDN 2024, register free here! #BigDataLDN https://lnkd.in/exA-pN92
Join me at Big Data LDN 2024, register free here! #BigDataLDN https://lnkd.in/exA-pN92
Shared by RUBIA QAMAR
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You may have followed my family's homeschool journey, which even I find nuts because none of what we achieved from it was planned, it just happened.…
You may have followed my family's homeschool journey, which even I find nuts because none of what we achieved from it was planned, it just happened.…
Liked by RUBIA QAMAR
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👀My version of Meezan Bank Limited App Redesign This app has been my go to, for more than 5 years. I find it extremely fascinating how this app…
👀My version of Meezan Bank Limited App Redesign This app has been my go to, for more than 5 years. I find it extremely fascinating how this app…
Liked by RUBIA QAMAR
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