Aman | Cloud Engineer

Senior DevOps Engineer | AWS Community Builder | HashiCorp Ambassador | Practical Cloud, Kubernetes & DevOps insights for engineers 🚀

[Aman | Cloud Engineer @the_aman_pathak]

My new Portfolio App is LIVE! Frontend: Vibe coding (AI) Backend: AWS (S3+CloudFront) + Terraform + GHA

Centralising my work for the community.

Devs, let me know what you think! 👇
https://t.co/eHn1wAiJtX

#DevOps #AWS #Portfolio #VibeCoding #2025WrapUp

[Aman | Cloud Engineer @the_aman_pathak]

Kubernetes autoscaling doesn't always have to be about CPU and memory.

I explored KEDA + Kubernetes + Redis in a hands-on setup to understand event-driven autoscaling.

Redis events → KEDA → Kubernetes workloads → automatic scaling 🚀

#Kubernetes

https://t.co/Yc7OBfeTIB

[Aman | Cloud Engineer @the_aman_pathak]

✨🕊️

[Aman | Cloud Engineer @the_aman_pathak]

DC's Background score and entire music is a different gem from Anirudh
Just playing it in loop 🔥
#DC

[Aman | Cloud Engineer @the_aman_pathak]

Few glimpses from the epic Place ✨

[Fauzi @FauziTheMovie]

अज्ञातपर्व ENDS.
THE REBELLION BEGINS 🔥

#Fauzi GRAND RELEASE WORLDWIDE ON 3rd DECEMBER 2026 ❤️‍🔥

#FauziOnDec3

Rebel Star #Prabhas
#Imanvi @hanurpudi #MithunChakraborty #JayaPrada @AnupamPKher @Composer_Vishal @sudeepdop @kk_lyricist @MrSheetalsharma @rckamalakannan #KotagiriVenkateswaraRao @MythriOfficial @TSeries #TSeriesFilms

[Aman | Cloud Engineer @the_aman_pathak]

@aavishhkar The show is really impressive and good story line. I really enjoyed it

[Aman | Cloud Engineer @the_aman_pathak]

GitHub Repo: https://t.co/5whoPpyh7n

[Aman | Cloud Engineer @the_aman_pathak]

Day 11 of MLOps: Simplifying ML Model Serving with KServe

Installed KServe, deployed ML models using InferenceService, and explored production-style model serving on Kubernetes.

#MLOps #KServe #Kubernetes #AI

https://t.co/db5D8WmgQ3

[Aman | Cloud Engineer @the_aman_pathak]

GitHub: https://t.co/5whoPpyh7n

[Aman | Cloud Engineer @the_aman_pathak]

Day 10 of MLOps: Why Modern ML Teams Deploy Models on Kubernetes Instead of VMs

Built, containerised, and deployed an ML model on AWS EKS using Docker, Terraform & Kubernetes.

#MLOps #Kubernetes #AWS #Docker #MachineLearning

Blog below 👇
https://t.co/pzxaG0wWnW

[Aman | Cloud Engineer @the_aman_pathak]

Day 08 of my MLOps journey 🚀

Deployed and served an ML model locally using Flask APIs while understanding where local deployment fits in the MLOps lifecycle.

GitHub: https://t.co/5whoPpyh7n

#MLOps #DevOps #Cloud #AI

Blog below 👇
https://t.co/7uyUCgMttV

[Aman | Cloud Engineer @the_aman_pathak]

@dhruv_rathee My plan for Saturday: 06 June
Upskilling and spending some quality time with friends and family
P.S.: Education minister must resign

Spend your invaluable time wisely 🙌

[Aman | Cloud Engineer @the_aman_pathak]

If we have to try harder to win the ODI WC.
IMO, @BCCI should reconsider the captaincy and give it to someone who can play well under pressure

BTW GT is the second biggest choker after RSA

[Aman | Cloud Engineer @the_aman_pathak]

@kunalb11 Time for IPO(OFS)

[Aman | Cloud Engineer @the_aman_pathak]

Day 05 of my MLOps journey 🚀

Learned how DVC, Git & S3 work together for ML dataset versioning and reproducibility.

#MLOps #DevOps #Cloud #AI
Blog link below 👇
https://t.co/gXZQrV4qHj

[Aman | Cloud Engineer @the_aman_pathak]

@being_aishhu_ Watch any move except these

[Aman | Cloud Engineer @the_aman_pathak]

@being_aishhu_ Tubelight and KKBKKJ

[Aman | Cloud Engineer @the_aman_pathak]

@SohamV4290 @REDBOXINDIA Sir, what about DIIs.
Pls do something sir 😂🤣 🙏

[Aman | Cloud Engineer @the_aman_pathak]

Honoured to be renewed as an #AWS Community Builder for the 4th consecutive year 🚀☁️

Grateful for the opportunities, learning, community, and connections this program has brought over the years.

Excited for another year of building, sharing, and growing in cloud & DevOps 🙌

[Aman | Cloud Engineer @the_aman_pathak]

Day 04 of my MLOps journey 🚀

Deployed a trained ML model using Flask & Docker while learning how ML services work in production.

#MLOps #DevOps #Cloud #AI
Blog link below 👇
https://t.co/B6AO1nVboc