I’m looking for project ideas that are both industry-relevant and impactful enough to strengthen my resume. For example, implementing a RAG model a couple of years ago was considered a top-tier project. However, I stepped away from AI around that time and focused entirely on my core specialization in cybersecurity. Interestingly, I’m now working as an AI Security Engineer, which brings me back to the intersection of both fields.
Given this shift, I want to build a project that can serve as my master’s major project while also significantly improving my chances during resume shortlisting. I’d really appreciate insights or suggestions from experienced professionals on what kind of projects would currently stand out in the industry.
For something that could touch on new science as well as having commercial potential, you could create a rolling context non-generative audio AI model, that would replace small embedded device models in home assistant devices, which currently are using the phonic shape of wake words, technology a decade old.
This instead would offer intelligent always-listening trained AI frontend across new voices and world languages that can understand when it is being addressed within natural language, without needing a large power envelope for processing any detected noise or even constant chatter, and able to intelligently forward and initiate an AI conversation session on its own from the correct start of buffering.
hmm good idea, but lot of privacy concerns if not handled properly , need low latency intent detection , with in processing of the audio , and needs a good tiny ml . i guess that will sum it up .
will try to work on it thanks for your time and consideration.
Deepanshu Sharma
What about a credential store combined with a skill/mcp/plugin inventory for enterprise?
The inventory would make sure that everybody in the company can use and share skills/mcps/plugins. Employees can experiment and learn from each other. Even non-technically teams like marketing.
The credential store would make sure that those skills/mcps/plugins use credentials in a secure way and no employee can leak them on accident.
The scope is broad enough to show your AI skills because you want to support a variety of skills and agents. And you can show your cybersecurity skills when building the credential store. You can even integrate compliance stuff like AIUC-1.
It’s a practical use case for both AI-building- and AI-using-companies which increases the number of businesses that would want to hire you.
It would have an UI that you can show in presentations, on your website and in your resume.
I dont know how it will work out , If possible can you plz provide some more context .
Thank you
I guess reasoning engine would be mostly on research side . the standard currently being used would be like planning in tools like cursor , antigravity . if I am going wrong about it plz let me know.