ABAbhirup Banerjee

PMP · PSM · SAFe 6 Scrum Master · Bengaluru, open to Bengaluru or remote

AI-assisted delivery, measured

Agile Coach who runs AI-assisted delivery in insurance, measured and human-governed.

Clients

Impact

As of 19 Oct 2026

Runs and commits are counted in different units: runs are pipeline executions, commits are repo history.

Now

Project Manager & Scrum Master, Insurity EAIS (AI-Driven Lifecycle) Program

Artizent · Oct 2025 to present · Bengaluru (Hybrid)

Hands-on Scrum Master for two PODs; leads the Scrum Master Community of Practice on an AI-enabled operating model.

  • Coach 30+ engineers and lead the Scrum Master community of practice. Hands-on Scrum Master for two of the five PODs.
  • Azure DevOps process for that lifecycle: 17 work item types and 36 custom rules. Feature advancement waits on AI-readiness and traceability. Sixteen Feature milestones that were wrongly moved backwards were put back, and the rule now only moves them forward.
  • The weekly executive deck is generated from the board, and a data check can refuse to publish it.

Before and after AI-assisted delivery

  • Retrospectives

    Retros were routine and rarely produced real actions.

    Feedback and appreciation come from the actual work, pulled from pull requests in Azure DevOps with Claude Code and the Azure DevOps CLI.

  • Weekly exec reporting

    The deck was put together by hand every week.

    A deterministic skill builds the client-approved slide deck using Claude Code and the Azure DevOps CLI.

  • Agent work

    AI agents ran with no structure and no check on token use.

    Every eligible task runs through Stackwich's advisor loop: plan, execute, verify, review. Cheaper models do the routine work, and the stronger ones only plan and review.

Stackwich is my personal open-source side project, not an Insurity product. It has helped every Scrum Master on the program. It is not used in developers' code generation.

Recent work (Oct 2026)

  • DSU prep report: an automated daily report that prepares the stand-up for Scrum Masters. Runs weekdays at 08:30 IST.
  • Retro clean-up (5 Oct): four retro notification bots retired. Two remain.
  • Stackwich measured hook (15 Oct): logs every subagent event to a local file, so the report shows measured numbers, not claims.

    Stackwich is my personal open-source side project, not an Insurity product. It has helped every Scrum Master on the program. It is not used in developers' code generation.

  • Program Scrum Master dashboard: a repo and a scheduled pipeline that build the program dashboard each weekday.
  • RCE reporting: QA status dashboard, RCE bug dashboard, and an RCE scope list taken from the client's refined scope deck. On 30 Sep I stripped 135 wrongly tagged PI-3 items, with a rollback kit kept.
  • Weekly executive deck: now about 21 slides, with per-feature RAG status, a UAT timeline and weekly change.
  • Bug root-cause taxonomy: 12 values, 839 bugs migrated (4 Sep).

Path

  1. Oct 2025 to present

    Artizent / Insurity EAIS

    Project Manager & Scrum Master · Bengaluru, hybrid

    AI-SAFe program modernizing a legacy policy-administration system. Four product PODs and a platform POD, under gate-controlled governance.

  2. Nov 2023 to Jun 2025

    SS&C Health

    Senior Scrum Master · Remote, US

    DomaniRx claims adjudication. Processing 20% faster, and post-adjudication downtime cut 15%.

  3. Feb 2023 to Nov 2023

    Navy Federal Credit Union

    Senior Scrum Master · Remote, US

    Mission Data ART. Financial-data accuracy up 25%, system defects down 40%.

  4. Nov 2021 to Feb 2023

    Gap Inc.

    Senior Scrum Master · Remote, US

    Identity transformation on SailPoint and Azure AD. Full security compliance, half the manual provisioning time.

  5. Feb 2019 to Nov 2021

    AT&T

    Agile delivery lead · Richardson, TX

    HALO C backend inside an ART. 1,000+ backlog items, zero regression in hardening, serving HBO Max.

  6. Mar 2018 to Mar 2019

    Apple

    Senior Scrum Master · Sunnyvale, CA

    IS&T Retail engineering. Security vulnerabilities down 90% in four months.

  7. 2005 to 2018

    Earlier

    CaptureRX, Texas HHSC, AT&T (Tech Mahindra), Oracle (UBS), TCS, Infosys.

Credentials

Recognition

Side projects

Stackwich is my own project, not an Insurity or Artizent deliverable. Some of my program work now runs faster using it. Side projects, built in my own time on personal subscriptions. No work accounts or work subscriptions used. Vibe-coded with generative and agentic AI, mostly for the fun of building.

How I'd start in your team

  1. What would the new hire need to have achieved in a year to exceed expectations?
  2. What has the team already tried on this problem, and why didn't it work?
  3. Where does delivery lose time today?

Contact