Creative Technologist

AWAIS KARNI

Pioneering digital ecosystems through Federated Learning and high-end engineering. Based in Pakistan, serving global innovators.

Explore Work

Federated Learning • Python Automation • UI/UX Engineering • Quality Assurance • Data Scraping • Federated Learning • Python Automation • UI/UX Engineering • Quality Assurance • Data Scraping •

Selected Expertise

ML Fairness Research

Authored "Skin Cancer Classification Using Novel Fairness-Based Federated Learning" published in PeerJ 2025. 92% Accuracy in privacy-preserving AI.

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02

Quality Analyst

Ex-NorthBay Solutions. API testing, JIRA sprint master, and Agile optimization.

03

Data Scraper

High-speed Python crawlers for complex architectural data extraction.

Web Engineering

Crafting bespoke digital experiences with modern stacks.

10Y+

Frequently Asked Queries

Who is Awais Karni and what are his specializations?

Awais Karni is a multidisciplinary technologist based in Rawalpindi, Pakistan. He specializes in Federated Learning research, high-end Web Development, and complex Data Scraping using Python. He holds a Master's degree from International Islamic University Islamabad.

What is Awais Karni's contribution to AI Fairness?

Awais developed a novel Class-Weighted Federated Averaging algorithm to solve data imbalance issues in medical AI. His work, specifically on Skin Cancer Classification (Fitzpatrick 17k dataset), reached 92% accuracy while maintaining diagnostic fairness across diverse demographics.

Is Awais Karni available for freelance web development?

Yes, Awais Karni has been a top-rated Digital Solutions Expert on Freelancer.com since 2015. He builds SEO-optimized, high-performance websites for international clients, specializing in custom UI/UX and robust back-end systems.