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I have known Md. Asad Rahman AINVISION developer since 2010 when he and I worked on a sustainable livelihoods project in Bangladesh where Asad was responsible for monitoring and evaluation (M&E). In this M&E capacity, he was able to provide the local knowledge and context in order to make the data meaningful. Over the next few years, I had the privilege to work with Asad in Cambodia and Ethiopia where we/project planners relied on his results-based management knowledge to develop indicators for the project results- and/or performance measurement framework. Asad is adept in designing results- and/or performance measurement framework(s) to support evidence-based data analysis. Asad is also a skilled facilitator who communicates clearly with confidence and credibility. I would have no hesitation to work with him in some future endeavor.