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Mura Lakshmanan

Inspiration and Recognition

Connecting AI ideas to the data infrastructure that makes them real, and the recognitions that followed.

Supports the BCS Fellowship criterion: Inspiring Others.

The gap

Many engineers have an AI idea but no path to a production system, because they lack the real-time data infrastructure any AI/ML implementation depends on. I combine postgraduate AI/ML training with hands-on ownership of an enterprise caching and real-time data platform to close that gap, for my own team and, through speaking and writing, for the wider profession.

Outcome: creating opportunity

A team member I gave ownership of a production security component on the caching platform, covering log interception and tokenization, went on to publish that work as a DZone article and as an IEEE conference paper on PCI DSS compliance.

Who I mentor

Colleagues, consultants and interns across a 60+ person global team that has grown from 40+, plus external professionals through ADPList and students through Kennesaw State University.

In Practice

  1. UT Austin AI/ML program certificateAdd photoimages/ut-austin-certificate.jpg
    Program completion certificate

    AI/ML foundation

    McCombs School of Business, UT Austin · 2025

    Post Graduate Program in Artificial Intelligence & Machine Learning: Business Applications, delivered with Great Learning. Completed 2025.

  2. International speaking at ICIEEE-2026

    MAHSA University, Kuala Lumpur · 11–12 Sept 2026

    Keynote Speaker at the International Conference on Innovations in Electronics and Electrical Engineering, organised by World Research Union with proceedings in IEEE Xplore. The talk showed how everyday AI-driven banking and retail experiences depend on real-time data infrastructure, for technical and non-technical audiences alike.

  3. Industry panel: Agents in the Enterprise

    COLLIDE Data & AI Conference (Data Science Connect), Atlanta · 1 Oct 2026 · Panelist

    Panelist alongside senior data and AI leaders from Honeywell, Capital One, EXP and TelevisaUnivision, sharing what it takes to move agentic AI from prototype to production-grade enterprise systems. Afterwards, fellow panelist Keyur Vyas (Senior Director, Capital One) publicly credited the panel in a LinkedIn post, naming me among the panelists he learned from.

  4. Internal recognition for first-round judging, 2026 Fall HackathonAdd photoimages/hackathon-2026.jpg
    Recognition received 12 October 2026 for first-round judging

    Hackathon: participant to leader

    Synchrony internal Agentic AI and MCP hackathons

    Finalist in 2025, then organizer and judge in 2026. Each event drew 600+ participants. For the Fall 2026 MCP hackathon I also served on the first-round judging panel, reviewing team pitches in breakout rooms across hubs and time zones; the organizers recognized the judges for giving every team a fair and careful review (internal recognition, 12 October 2026).

  5. Kennesaw State University certificate of appreciation, Career Compass SeriesAdd photoimages/ksu-career-compass-2026.jpg
    Certificate of appreciation, featured speaker and judge

    Featured speaker and judge for university students

    Kennesaw State University, College of Computing and Software Engineering · Career Compass Series · 30 Sept 2026

    Featured speaker and judge for the workshop “Career Research in the AI Era: Tools, Insights, and Opportunities.” I spoke on what employers actually need in the AI era: beyond familiarity with AI tools, the problem-solving, systems thinking, domain knowledge, communication and judgment needed to apply technology responsibly to real business problems. The College recognized the session with a certificate of appreciation.

  6. Writing used as mentoring materialAdd photoimages/writing-mentoring.svg
    Illustration — articles feeding the team's reference practice

    Writing used as mentoring material

    DZone · Dev.to — two of an ongoing, multi-platform practice

    The two pieces colleagues, consultants and interns turn to most when connecting their own AI idea to the underlying data layer: an industry-facing DZone piece on the gap between AI assistance and AI completion, and the completed 15-part Dev.to series on caching architecture, from an ongoing practice that also spans Finextra and other platforms (see Public Influencer for the fuller record).

Recognitions

Click a certificate to view full size (opens in a new tab).

  1. IEEE Senior Member certificateAdd photoimages/ieee-senior-member.jpg
    Certificate of IEEE Membership

    IEEE Senior Member

    IEEE · Senior Member in good standing through December 2026

    Certificate of IEEE Membership, recognizing sustained professional contribution and a personal commitment to the advancement of technology.

  2. SAS Eminent Fellow Membership certificateAdd photoimages/sas-sefm.jpg
    Certificate of Membership

    SAS Eminent Fellow Membership (SEFM)

    Scholars Academic and Scientific Society · Membership ID SAS/SEFM/775/2026 · effective 12 August 2026

    Bestowed by the Society's executive committee in recognition of outstanding contribution in education and research.

  3. IETE Fellowship certificateAdd photoimages/iete-fellowship.jpg
    Certificate of election as Fellow

    IETE Fellowship (FIETE)

    Institution of Electronics and Telecommunication Engineers · Membership No. F-507899 · elected 14 September 2026

    Certificate of election as Fellow of the Institution, granted at New Delhi on 14 September 2026. Fellow is the Institution's senior grade of membership.

  4. Globee Awards for Innovation 2026 judge certificateAdd photoimages/globee-judge-2026.jpg
    Certificate of appreciation, volunteer judge

    Judge, 2026 Globee® Awards for Innovation

    Globee Awards · Certificate of appreciation, volunteer judge · 2026

    Volunteer judge for the 2026 Globee® Awards for Innovation, recognized by Globee Awards for valuable contribution and dedication as a judge.

  5. 2025 Synchrony CEO Award

    Synchrony's highest recognition, awarded to a select group of employees each year

    Synchrony's highest recognition, awarded for exceptional outcomes delivered ahead of expected 2025 goals while embodying the company's values.

Technical Program Committee & Peer Review

Technical Program Committee

Peer review

Approximately 120 research-paper and conference-proposal reviews across 29 venues. Certificates for 24 of them, across 23 conferences, are shown below; the remaining 5 are noted as pending and will be added once received.

Click a certificate to view full size (opens in a new tab).

Paper & Journal Publication Certificates

  1. Certificate of participation, ECPDC 2026Add photoimages/ecpdc-2026-certificate.jpg
    Presentation certificate

    A Self-Optimizing Multi-Agent AI Caching Architecture for High-Throughput Financial Systems

    ECPDC 2026 · Certificate of participation, oral presentation · 8 August 2026

    Certificate confirming the oral presentation at ECPDC 2026, Singapore; paper published in ACM ICPS proceedings.

  2. CAIS 2026 certificate of appreciation for the oral presentationAdd photoimages/cais-2026-certificate.jpg
    Certificate of appreciation, oral presentation

    Multi-Agent Orchestration for Agentic Commerce: Coordinating Shopping, Payment, Rewards, and Fraud Agents in Real-Time Financial Transactions

    CAIS 2026 · Certificate of appreciation, oral presentation · 29 September 2026

    Certificate confirming the oral presentation at the 2026 International Conference on Artificial Intelligence and Simulation (CAIS 2026), Kuala Lumpur, 28–30 September 2026.

  3. ICIEEE-2026 keynote certificateAdd photoimages/icieee-2026-keynote-certificate.jpg
    Certificate of Appreciation

    From Cloud-Native to AI-Native: Engineering the Intelligent Enterprise

    ICIEEE-2026 · Certificate of Appreciation, Keynote Speaker · 11–12 September 2026

    Certificate confirming the keynote at ICIEEE-2026, organised by World Research Union and MAHSA University, Kuala Lumpur.

References

  1. BDAA 2026 — committee (listed as Lakshmanan Muralidharan)
    https://bdaa-conference.com/
  2. RIVF 2026 — committee, TPC Members
    https://rivf2026.org/committee.html
  • Link needed: UT Austin / Great Learning program page
  • Link needed: IEEE IEMCON committee page

Talks, reviews, collaborations.