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
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Program completion certificateAI/ML foundation
Post Graduate Program in Artificial Intelligence & Machine Learning: Business Applications, delivered with Great Learning. Completed 2025.
Verify certificateNeeded: official program page URL (McCombs / Great Learning)
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Speaker announcement graphic
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Talk title slideInternational speaking at ICIEEE-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.
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Fellow panelist's LinkedIn post
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On stage, COLLIDE 2026
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Panel on stage, with the session screenIndustry panel: Agents in the Enterprise
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.
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Recognition received 12 October 2026 for first-round judgingHackathon: participant to leader
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).
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Certificate of appreciation, featured speaker and judgeFeatured speaker and judge for university students
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.
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Illustration — articles feeding the team's reference practiceWriting used as mentoring material
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).
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Certificate of IEEE MembershipIEEE Senior Member
Certificate of IEEE Membership, recognizing sustained professional contribution and a personal commitment to the advancement of technology.
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Certificate of MembershipSAS Eminent Fellow Membership (SEFM)
Bestowed by the Society's executive committee in recognition of outstanding contribution in education and research.
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Certificate of election as FellowIETE Fellowship (FIETE)
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.
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Certificate of appreciation, volunteer judgeJudge, 2026 Globee® Awards for Innovation
Volunteer judge for the 2026 Globee® Awards for Innovation, recognized by Globee Awards for valuable contribution and dedication as a judge.
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Photo of the award plaque
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Award notification email2025 Synchrony CEO Award
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
- IEEE IEMCON
- BDAA 2026[1]
- RIVF 2026[2]
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).
Add photoimages/tpc-amlds-2026.jpgAMLDS 2026 · Osaka, Japan · 21–23 Jul 2026 — Reviewer
Reviewer
Add photoimages/tpc-ariia-2026-depression.jpgARIIA 2026 · Dayananda Sagar University, Bengaluru · 18–19 Dec 2026 — Reviewer — "Effective Depression Detection on Social Media Using Machine Learning"
Reviewer — "Effective Depression Detection on Social Media Using Machine Learning"
Add photoimages/tpc-ariia-2026-layout.jpgARIIA 2026 · Dayananda Sagar University, Bengaluru · 18–19 Dec 2026 — Reviewer — "Layout Verification and Resistive Parasitic Extraction Analysis of a 1-Bit CMOS Magnitude Comparator"
Reviewer — "Layout Verification and Resistive Parasitic Extraction Analysis of a 1-Bit CMOS Magnitude Comparator"
Add photoimages/tpc-ccncps-2026.jpgCCNCPS 2026 · Dubai, UAE · 14–17 Sept 2026 — TPC and Technical Papers Reviewer
TPC and Technical Papers Reviewer
Add photoimages/tpc-icsldsga-2026.jpgICSL-DSGA 2026 · Sunway University, Malaysia / IIT Madras — Reviewer
Reviewer
Add photoimages/tpc-icnccom-2026.jpgICNCCom 2026 · IEEE Madras Section · 30 Jul–1 Aug 2026 — Reviewer
Reviewer
Add photoimages/tpc-iceece-2026.jpgICEECE 2026 · Penang, Malaysia · 19–20 Aug 2026 — Reviewer
Reviewer
Add photoimages/tpc-inc4-2026.jpgInC4 2026 · IEEE CS Bangalore / CHRIST University · 7–8 Aug 2026 — Reviewer
Reviewer
Add photoimages/tpc-iiscc-2026.jpgIISCC 2026 · Dubai, UAE · 14–17 Sept 2026 — TPC and Technical Papers Reviewer
TPC and Technical Papers Reviewer
Add photoimages/tpc-icscc-2026.jpgICSCC 2026 · Bali, Indonesia · 23–25 Jul 2026 — Reviewer
Reviewer
Add photoimages/tpc-incosst-2026.jpgINCOSST 2026 · Cirebon, Indonesia · 8 Aug 2026 — Reviewer
Reviewer
Add photoimages/tpc-icacsdf-2026.jpgICACSDF 2026 · UPES, Dehradun · 11–12 Sept 2026 — Reviewer
Reviewer
Add photoimages/tpc-bdai-2026.jpgBDAI 2026 (IEEE 9th Int'l Conf. Big Data & AI) · Chongqing, China · 3–5 Jul 2026 — Technical Committee Member
Technical Committee Member
Add photoimages/tpc-r10htc-2026.jpgIEEE R10 HTC 2026 · Bangkok, Thailand · 26–28 Oct 2026 — Reviewer
Reviewer
Add photoimages/tpc-sime-2026.jpgIEEE SIME 2026 · Sousse, Tunisia · 2–4 Nov 2026 — Technical Reviewer
Technical Reviewer
Add photoimages/tpc-icst-2026.jpgICST 2026 · IIT Patna, India · 1–2 Aug 2026 — Program Committee Member and Reviewer
Program Committee Member and Reviewer
Add photoimages/tpc-icdscnc-2026.jpgICDSCNC 2026 · Sri Krishna Institute of Technology, Bengaluru · 28–29 Aug 2026 — Reviewer
Reviewer
Add photoimages/tpc-sasigd-2026.jpgSASIGD 2026 · CBIT, Hyderabad · 13–14 Aug 2026 — Reviewer
Reviewer
Add photoimages/tpc-aikiie-2026.jpgAIKIIE-2026 · RYMEC, Ballari · 7–8 Aug 2026 — Reviewer
Reviewer
Add photoimages/tpc-iemcon-2026.jpgIEEE IEMCON 2026 · UC Berkeley, USA · 30 Sept–2 Oct 2026 — TPC Member and Reviewer
TPC Member and Reviewer
Add photoimages/tpc-icsit-2026.jpgICSIT 2026 · Symbiosis Institute of Technology, Nagpur · 26–27 Sept 2026 — Reviewer
Reviewer
Add photoimages/tpc-iec2t-2026.jpgIEC2T-26 · AKGEC Ghaziabad, IEEE U.P. Section · 9–10 Sept 2026 — Reviewer
Reviewer
Add photoimages/tpc-isemantic-2026.jpgiSemantic 2026 · Semarang, Indonesia · 18–20 Sept 2026 — Reviewer
Reviewer
Add photoimages/tpc-temsmet-2026.jpgIEEE TEMSMET-2026 · Symbiosis International, Hyderabad · 29–31 Oct 2026 — Reviewer
Reviewer
Add photoimages/tpc-icaii.jpgIEEE ICAII · Beijing, China — Reviewer — certificate pending
Reviewer — certificate pending
Add photoimages/tpc-icedge.jpgICEdge · Bengaluru, India — Reviewer — certificate pending
Reviewer — certificate pending
Add photoimages/tpc-autocom.jpgAUTOCOM · Graphic Era Hill University, Dehradun, India — Reviewer — certificate pending
Reviewer — certificate pending
Add photoimages/tpc-jcser.jpgJCSER (Journal of Computer Science and Engineering Research) · Academic Edge Press, Manchester, UK — Peer Reviewer — certificate pending
Peer Reviewer — certificate pending
Add photoimages/tpc-neurips-judge.jpgNeurIPS 2026 Workshop on Trustworthy LLM Evaluation (JUDGe) · Atlanta, USA — Reviewer — certificate pending
Reviewer — certificate pending
Paper & Journal Publication Certificates
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Presentation certificateA Self-Optimizing Multi-Agent AI Caching Architecture for High-Throughput Financial Systems
Certificate confirming the oral presentation at ECPDC 2026, Singapore; paper published in ACM ICPS proceedings.
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Certificate of appreciation, oral presentationMulti-Agent Orchestration for Agentic Commerce: Coordinating Shopping, Payment, Rewards, and Fraud Agents in Real-Time Financial Transactions
Certificate confirming the oral presentation at the 2026 International Conference on Artificial Intelligence and Simulation (CAIS 2026), Kuala Lumpur, 28–30 September 2026.
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Certificate of AppreciationFrom Cloud-Native to AI-Native: Engineering the Intelligent Enterprise
Certificate confirming the keynote at ICIEEE-2026, organised by World Research Union and MAHSA University, Kuala Lumpur.
References
- BDAA 2026 — committee (listed as Lakshmanan Muralidharan)
https://bdaa-conference.com/ - RIVF 2026 — committee, TPC Members
https://rivf2026.org/committee.html
- Link needed: UT Austin / Great Learning program page
- Link needed: IEEE IEMCON committee page