👩💻 Product Marketing Manager, @awscloud || 🎓 @CarnegieMellon || 3x @Kaggle Grandmaster
New York City
Joined March 2020
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Humbled to be ranked in the top 3 globally on the Datasets leaderboard on @kaggle 🎉
I look forward to sharing more Data Science work with the community!
Kaggle profile: kaggle.com/ruchi798
Let's connect: linkedin.com/in/ruchi798/
Four years in the U.S. 🇺🇸
Since then, I’ve graduated from Carnegie Mellon, moved to my dream city, New York and built a career in AI at AWS!
AWS AI League Virtual League is now live!
Win it, and you're headed to compete in the AWS re:Invent 2026 Grand Finale, with a shot at a $50,000 prize.
Register here: awsaivirtualleague.splashtha…
Builders, this one’s for you 👀
Three tracks, 72 hours, and a chance to take your build all the way to re:Invent. Who’s in? 🚀
The AWS AI League is back.
Customize a foundation model on Amazon SageMaker AI with supervised fine-tuning & RLVR, then deploy it inside an agent on Amazon Bedrock AgentCore.
72 hours.
Top scorers face off in a regional finale. The regional winner heads to the re:Invent Grand Finale.
Find your region & register. go.aws/4wC9R1l
#AWSAILeague
i tested sketch → AI filmmaking using a lake scene inspired by my first tahoe trip with @freepik
only 3 scenes were needed to go from sketch → cinematic video
this is way simpler than most people think
here’s exactly what worked ↓
the shift happening in AI filmmaking:
less about generating random visuals
more about designing scenes intentionally
sketch → lock environment → add motion → add perspective
that’s basically a mini film pipeline now
If you want to generate more and pay less, @freepik is the best option to get started with!
Same price but way more generation power is a huge win.
Feels like the barrier to just trying ideas keeps getting lower!
Really enjoyed spending time with builders as a hackathon judge and guest speaker in Bengaluru + Hyderabad this month! ✨
The thing I keep noticing: mentorship is a default here.
When people share resources and context fast, learning cycles shrink and shipping speeds up.
My product launch got a CEO keynote spotlight at @awscloud re:Invent, announced by Matt Garman, and it was my first PMM launch at AWS 🧡
We launched something I am incredibly proud of: Amazon EC2 Trn3 UltraServers, along with an early look at what is coming next with Trainium4!
This milestone meant a lot, personally and professionally. I have come a long way from Mumbai to Silicon Valley, and moments like this remind me why I kept pushing.
Being a Product Manager right now = constant chaos.
What’s helped me most this year is running my entire product workflow in @MiroHQ, from research to roadmap to delivery, instead of 6 different places.
I also use Miro to concept before design is free:
- Turn requirements into quick flows
- Create simple prototypes for feedback
- Align eng + stakeholders on “what we’re actually building”
It saves a ton of back-and-forth later.
The big win is fewer misaligned launches, faster decisions, and teams that actually feel on the same page.
If you want to run your next roadmap or discovery sprint the same way, you can start here:
miro.pxf.io/MA69aJ
#MiroPartner
