live@rising teamSEA · 47.6° N · Aug 10, 2026
LLMs are easy.Products people openon a Monday morningare not.
I'm Shivam — Senior Engineer at Rising Team. I built aRTi AI Roleplay, the Mini Kit Framework, and the realtime layer that killed the 3-second polling tax across the platform.
- customer retention lift
- up to 33%
- eNPS gain across customers
- 60–200%
- aRTi adoption growth
- +29%
- Mini Kit build time
- 1 hr → 3–5 min
- granted USPTO patents
- 2
Managers at these companies use what I ship.
Adobe · Meta · Google Cloud · Microsoft · LinkedIn · Disney
Cisco · Visa · Bank of Hawaii · Yahoo · DXC · Hershey's · Aramark · Indeed
Across customer cohorts: up to 33% retention lift, 60–200% eNPS gain, and 9-out-of-10 likelihood-to-recommend. At Bank of Hawaii alone: 400+ sessions, 1,950 employees across 40 branches, 18% retention lift over 18 months.
Read the aRTi case studyEleven things I shipped that have receipts.
01
Rising Team · 2025 – presentaRTi AI Roleplay
+8% AI feature usage in 24h · +29% adoption since launch
An LLM-powered practice tool that lets managers rehearse difficult leadership conversations, with a persona built from real teammate data and ElevenLabs voice.02- LangChain
- OpenAI
- Anthropic
Rising Team · 2024 – presentaRTi AI Leadership Trainer
Up to 33% retention lift · 60–200% eNPS gain across customers
The umbrella AI product I helped build: personalized leadership growth plans, AI Roleplay practice, AI Coaching, and team-building sessions for managers.03- LangChain
- OpenAI
- Anthropic
Rising Team · 2025 – 2026AI Memory
Every conversation starts warm · regeneration rate-limited to protect LLM spend
An LLM-synthesized profile of each user, rebuilt in the background from their own conversations and exercise answers, so the AI coach carries memory across sessions instead of re-learning them every time.04- LLM
- Gemini
- Django
Rising Team · 2023 – 2024Mini Kit Framework
~95% reduction in kit-build time · 120 kits launched · thousands of sessions
A config-driven build system for 10–20 minute interactive team activities. Cut kit creation from ~1 hour to 3–5 minutes.05- React
- TypeScript
- Django
Rising Team · 2024Realtime Framework
Eliminated poll-driven latency · lower server load · richer interactive sessions
Replaced 3-second polling across the platform with a realtime data-sync framework. Unlocked interactive session formats that polling couldn't carry.06- Firebase Realtime DB
- Django
- React
Rising Team · 2026Microsoft Teams Platform
Second chat platform shipped in 3 months · a third was later built on the abstraction
Took a Slack-only bot and made it platform-agnostic: full Microsoft Teams support on the same data model, then a client abstraction and adapter registry that a third platform now rides.- Microsoft Teams
- Bot Framework
- Microsoft Graph
Engineering notes.
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