- From: Kostiainen, Anssi <anssi.kostiainen@intel.com>
- Date: Sun, 1 Nov 2026 18:06:31 +0000
- To: sai vineela ganti <vineela.ganti@gmail.com>
- CC: "public-webmachinelearning@w3.org" <public-webmachinelearning@w3.org>
Hi Sai, Your expertise and contributions is these important areas are much appreciated. Welcome on board the group. Thanks, -Anssi > On 1. Nov 2026, at 5.00, sai vineela ganti <vineela.ganti@gmail.com> wrote: > > > Hello everyone, > > I've just joined the Web Machine Learning Community Group and wanted to introduce myself. > > I'm a Senior Software Engineer at Target, participating here as an individual. My work focuses on human-AI interaction in enterprise interfaces: building LLM-powered features, accessibility, and how people review, approve and stay in control of what AI agents do on their behalf. > > I'm especially interested in WebMCP and how sites expose capabilities to agents while keeping users informed and in control, for example: > - when an agent should confirm a consequential action with the user > - how a task is handed back to the user mid-flow > - how these interactions stay accessible to people using assistive technology > > Anssi, I'd be glad to help where it's most useful. One concrete offer: I could review the parts of the WebMCP explainer or spec that cover user confirmation, handoff and accessibility, and share comments or open issues on GitHub. If there's another area where the group needs hands, I'm happy to take that on instead. > > Looking forward to learning from everyone and contributing. > > Best regards, > Sai Vineela Ganti > Senior Software Engineer, Target > IEEE Senior Member | Vice Chair, IEEE Region 4 Industry Engagement Committee
Received on Sunday, 1 November 2026 18:07:41 UTC