Umair Iftikhar – Medium

Umair Iftikhar

What is the future of IIoT with Quantum Computers?

Imagine a world where computers are not just fast but supercharged with quantum magic. That’s what’s brewing in the realm of the Industrial…

3 min readMar 16, 2024

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What is the future of IIoT with Quantum Computers?

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Umair Iftikhar

CAMF (Context-Aware Hybrid Matrix Factorization) — CAMF-2

CAMF (Context-Aware Hybrid Matrix Factorization) enhances personalized recommendations by considering user preferences and contextual…

2 min readNov 14, 2023

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CAMF (Context-Aware Hybrid Matrix Factorization) — CAMF-2

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Umair Iftikhar

Recommendation system just for me — First step to my journey

So, it is common when I am in the office, I like different songs but when I am at home, my choices are different. In the office, I listen…

3 min readNov 1, 2023

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Recommendation system just for me — First step to my journey

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Umair Iftikhar

Part 4: Building Hybrid Recommendation Systems

In the previous parts of our recommendation system series, we explored collaborative filtering and content-based filtering as standalone…

3 min readOct 26, 2023

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Umair Iftikhar

Part 3: Exploring Content-Based Filtering in Recommendation Systems

In the previous parts of our recommendation system series, we covered the fundamentals of item-item collaborative filtering and how to…

3 min readOct 26, 2023

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Part 3: Exploring Content-Based Filtering in Recommendation Systems

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Umair Iftikhar

Part 2: Advanced Item-Item Collaborative Filtering in Python

In Part 1, we introduced you to the fundamentals of item-item collaborative filtering and created a basic recommendation system using…

3 min readOct 26, 2023

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Part 2: Advanced Item-Item Collaborative Filtering in Python

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Umair Iftikhar

Building a Simple Recommendation System with Item-Item Collaborative Filtering in Python

Creating a basic recommendation system using item-item collaborative filtering is a great way to introduce the concept of recommendation…

2 min readOct 26, 2023

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Building a Simple Recommendation System with Item-Item Collaborative Filtering in Python

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Umair Iftikhar

Data Architecture in Action: A Closer Look at Data Architects

A data architect is a professional responsible for designing, creating, and managing an organization’s data architecture. This role is…

5 min readOct 26, 2023

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Data Architecture in Action: A Closer Look at Data Architects

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Umair Iftikhar

ADIPEC 2023: A Rollercoaster of Energy, Innovation, and Global Connections!

Hey there, fellow globetrotters and tech enthusiasts! Just back from an adrenaline-packed week at ADIPEC 2023, and I’m buzzing with…

3 min readOct 6, 2023

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ADIPEC 2023: A Rollercoaster of Energy, Innovation, and Global Connections!

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Umair Iftikhar

My First ADIPEC Adventure: Fueling Up for the Future of Energy

Octo-Excitement: My ADIPEC Debut!

2 min readSep 29, 2023

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My First ADIPEC Adventure: Fueling Up for the Future of Energy

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Umair Iftikhar

Umair Iftikhar

In the tech industry with more than 15 years of experience in leading globally distributed software development teams. Father of my Girl.

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