Last year, we trained a model on customer data. A researcher showed they could reconstruct customer information from model outputs. After implementing privacy-preserving techniques across 10+ projects, I’ve learned how to protect sensitive data while enabling AI capabilities. Here’s the complete guide to privacy-preserving AI. Figure 1: Privacy-Preserving AI Techniques Overview Why Privacy-Preserving AI Matters: […]
Read more →Category: IoT
AI Governance Frameworks: Implementing Responsible AI
Three years ago, our AI system made a biased hiring decision that cost us a major client and damaged our reputation. We had no governance framework, no oversight, no accountability. After implementing comprehensive AI governance across 15+ projects, I’ve learned what works. Here’s the complete guide to implementing responsible AI governance frameworks. Figure 1: Comprehensive […]
Read more →IoT is not all about Cloud
Recent past, I had multiple discussions with many tech forums and many people have a misconception about IoT and Cloud. Some think whenever we do something like blinking an LED with Raspberry Pi or Arduino is IoT. I just thought of sharing some of my viewpoints on these terminologies. Internet of Things(IoT) – refers to […]
Read more →Microsoft Professional Program for Data Science
Microsoft has come up with a new program to bring in more skilled people to the field of Data Science by providing them the right training on right set of tools. Microsoft has put together a curriculum to teach key functional and technical skills, combining highly rated online courses with hands-on labs, concluding in a […]
Read more →Introduction to Data Science
We all have been hearing the term Data Science and Data Scientist occupation become more popular these days. I thought of sharing some light into this specific area of science, that may seem interesting for rightly skilled readers of my blog. Data Science is one of the hottest topics on the Computer and Internet nowadays. […]
Read more →Azure in Germany–a complete EU cloud computing solution
With my earlier article Azure in China, it came in to my interest to look for any other country/region specific independent cloud data center requirements. I came across Azure for US Govt(Similar to Amazon Govt Cloud) instance and Azure Germany data center. For this article context I will be covering only Azure in Germany. What […]
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