Sai Eswar Garapati

Principal Data Scientist at #BMCSoftware | IITH | Inventor

[Sai Eswar Garapati @gsaieswar]

@BMCHelix Full write-up with the eval setup, results, and how the RLM log agent works:

https://t.co/6OJLq6RsFM

[Sai Eswar Garapati @gsaieswar]

Logs are too big for “just add more context.”

So @BMCHelix trained an agent to investigate them like an engineer: query → filter → drill down → verify.

On our log-grounded RCA harness: ~62% accuracy, ~2× GPT-5.5, and ~$14 for a deep investigation.

See the loop in action 👇

[Sai Eswar Garapati @gsaieswar]

A BMC Helix agent beat GPT-5.6 on root-cause analysis—22 points higher accuracy at ~1/7 the estimated cost.

The edge wasn’t just the model. It was the harness: recursive learning, tool use, hypothesis testing and self-verification.

https://t.co/SAAPJdHGXF

#AgenticAI

[Sai Eswar Garapati @gsaieswar]

@HarshaReports It's a bit far but Sierra Vista Open Space Preserve, yesterday

[Sai Eswar Garapati @gsaieswar]

@vishalmisra Great to hear you feel better. Hopefully an antibody test in future will let you know about the diagnosis.

[Delip Rao e/σ @deliprao]

Instant fame for anyone implementing block-sparse multiplications and convolutions for #PyTorch (a la @scottgray76 et al).

[BloodAid @BloodAid]

#Amalapuram #AP #Urgent Need AB+ #blood @ KIMS hospital. Call 9849379995, 9948052370 #Bloodaid via @veeru644 @kotipapaganti01 #BloodMatters

[EMA Research @ema_research]

EMA #AI Rants - Why @CAinc Operational Intelligence was Selected into the #EMATop3 for #AI and #ML https://t.co/wk5H1oWEYt @ema_research @TorstenVolk https://t.co/V17Y2NmoVj

[Veracode @Veracode]

Meet Sai Eswar Garapati - Our Creative Mind At CA. Learn about his innovation around “Adaptive System Provisioning” and recognitions he received for it. #LifeAtCA #BringWhatYouBring https://t.co/AFRgu1OUdx

[CA Careers @CA_Careers]

Meet Sai Eswar Garapati - Senior Data Scientist at CA. Here's his story on how he got a patent for his innovation- “Adaptive System Provisioning”. #LifeAtCA #BringWhatYouBring

[Sakaar Anand @SakaarAnand]

Learn how @CAinc Digital Operational Intelligence leverages powerful statistical methods combined w/ #machinelearning to provide users the context needed to predict & remediate issues https://t.co/AEWvop2g3i

[CA Agile Operations @CA_Agile_Ops]

Learn how @CAinc Digital Operational Intelligence leverages powerful statistical methods combined w/ #machinelearning to provide users the context needed to predict & remediate issues https://t.co/Kp57Q0ukN2

[Sai Eswar Garapati @gsaieswar]

Check out my blog about how we are applying #datascience and #machinelearning in @CAinc's #AIOps solution, Digital Operational Intelligence to generate the right context for the data in real time and remove noise https://t.co/0LNwb3Lb5E. @CA_Agile_Ops

[Sai Eswar Garapati @gsaieswar]

Discover how @CAinc #APM is using neural networks for pattern recognition and proactive triaging – read the blog from @smrati16 https://t.co/zbDKqkGK7H #AI #ML #AIOPs

[Sakaar Anand @SakaarAnand]

How to build an analytics-based mobile development strategy – new whitepaper from @CAinc: https://t.co/OZU4L4HMYe #appanalytics

[Sakaar Anand @SakaarAnand]

Learn how to maximize your current #ITmonitoring investment for the #AI driven future. Register now for @CAinc’s #AIOps Virtual Summit on June 20 https://t.co/ucwWux9MO6 #AIOpsSummit

[Sai Eswar Garapati @gsaieswar]

@gpranoykrishna @sh_devulapalli Include me also 😀, it's been ages since we last saw each other

[Sai Eswar Garapati @gsaieswar]

Silence is Golden for #NetworkMonitoring says @CAinc's @nageshjaiswal. Read the blog here: https://t.co/9MC9kibAEp #SDN

[Derek Stevens @DerekintheCloud]

Silence is Golden for #NetworkMonitoring says @CAinc's @nageshjaiswal. Read the blog here: https://t.co/IysZ0F7FlR #SDN

[Sai Eswar Garapati @gsaieswar]

@nageshjaiswal good read, check this video of Frank Abagnale, if you have time https://t.co/TFSj2mVWgX