✦Case Studies
Selected work since founding Talent Edge in 2024 — across FMCG, pharma, logistics, tech and manufacturing, in seven-plus geographies.
Defined and executed the AI-enabled HR transformation roadmap for the Singapore HQ — evaluated 10+ AI platforms, built a Requisition Agent, an HR4HR Onboarding & Helpdesk Agent and an Org Chart Agent on Copilot Studio, and co-delivered AI sessions to 750+ business stakeholders.
Five agents built on Copilot Studio for Talent Management and TA — a Digital Coach for the supply-chain (SCM) team, plus agents for interview scheduling, interview summaries, salary-range creation and position-management comms.
HR Tech × AI · Coaching
Designed the recruitment process and implemented TurboHire as the ATS; designed a decentralized performance-management process and implemented it on Klaar; built a quarterly and mid-year performance-cycle web app, a Talent Density dashboard and a People Analytics web app; set up the budgeting and position-code master process; automated offboarding; and ran a 6-session AI programme for the HR team.
HR Tech × AI · Organization Effectiveness
Standardized Talent Acquisition across the MEISA region — end-to-end process redesign with an ownership RACI matrix and clear SLAs, a 40+ page job-aid manual, and a change plan across recruiter, HRBP and hiring-manager personas.
Organization Effectiveness
Conceptualized and executed the organization-wide Assessment Center, drove post-acquisition org effectiveness and integration synergies, and led the generics business optimization.
Capability & Coaching · Org Effectiveness
employees upskilled on AI platforms.
internal moves a year targeted (100% growth) — job rotation digitized via a skills taxonomy.
future org structure and competency framework designed.
and people assessment engagements delivered.
“HR teams don't need another framework — they need shipped capability. My job is to bring deep HR craft and hands-on AI fluency into your organization, build the agents and operating models that actually work, and leave your team stronger than I found them.”
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