About Flow Harbor Point
Learn about Flow Harbor Point Co., Ltd. (established 2019 in Hat Yai, Thailand), our senior statistical practitioners, mission, and quantitative auditing standards.
Official Registered Business & History
Flow Harbor Point Co., Ltd. is an independent quantitative statistical advisory practice established in 2019 in Hat Yai, Songkhla Province, Thailand.
The firm was founded by Dr. Kittisak Vongviphas following more than a decade of research in stochastic processes, clinical trial design, and experimental variance modeling. Observing how rapidly digital product companies and mobile application teams adopted automated A/B testing software without dedicated statistical verification, Dr. Vongviphas established Flow Harbor Point to provide objective, third-party experimental audits, telemetry diagnostics, and variance reduction analysis.
Over the past seven years, our practice has grown from an academic advisory desk into a specialized quantitative consulting group serving engineering teams, product leaders, and growth analysts across Southeast Asia and internationally. We maintain our central operational practice at Office 8, 29 Example Road, Hat Yai 00000.
Our Mission & Core Principles
Our singular purpose is to ensure that critical digital product decisions rest on verified empirical evidence rather than noisy telemetry or software dashboard artifacts.
1. Absolute Statistical Objectivity
We do not sell software subscriptions, marketing optimization tools, or development retainers. We have no commercial incentive to declare a test “positive” or “negative.” Our sole deliverable is the unvarnished mathematical reality of your experimental data.
2. Methodological Transparency
Every statistical computation we deliver—from Pearson (\chi^2) goodness-of-fit to CUPED variance adjustments and Bayesian posterior distributions—is fully documented with underlying formulas, code snippets, and distribution parameters. Your internal data science teams can audit and replicate our findings entirely.
3. Zero-PII Data Privacy
We enforce strict data minimization. Our auditing protocols are designed to execute on fully anonymized event identifiers, hashed account tokens, or aggregated variance covariance matrices. We never require or store sensitive personally identifiable information (PII).
Senior Practice Practitioners
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| DR. KITTISAK VONGVIPHAS | DANAI SIRIPORN |
| Principal Quantitative Methodologist| Senior Telemetry & Systems Analyst |
| Ph.D. Applied Statistics | M.Sc. Information Engineering |
| Specialization: Variance Reduction | Specialization: Ingestion Audits |
| & Bayesian Decision Boundaries | & Client-Side Caching Forensics |
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Dr. Kittisak Vongviphas — Principal Quantitative Methodologist
Dr. Vongviphas leads the statistical review board at Flow Harbor Point. Prior to founding the practice in 2019, he served as a visiting lecturer in computational statistics and published extensively on small-sample inference, multiple hypothesis correction, and sequential experimental stopping boundaries.
Danai Siriporn — Senior Telemetry & Systems Analyst
Danai brings twelve years of specialized experience in mobile event pipelines, distributed analytics collectors, and client-side logging architectures. He oversees our Sample Ratio Mismatch (SRM) diagnostics, investigating edge-case telemetry drops, offline mobile caching anomalies, and cross-platform payload consistency.
Nuntaporn Sukon — Senior Statistical Consultant
Nuntaporn oversees guardrail metric synthesis and multi-metric covariance analysis. With a background in econometrics and survival analysis, she specializes in modeling long-term cohort retention and customer lifetime value distributions from short-horizon experimental test windows.
Working Approach & Professional Standards
Our practice operates under rigorous scientific protocols modeled on industrial measurement standards:
- Dual-Verification Rule: All flagship verification briefs undergo peer review and independent computation by two distinct analysts before client delivery.
- Pre-Registration Review: When engaged prior to test launch, we document hypotheses, sample bounds, and target primary metrics to prevent post-hoc metric cherry-picking.
- Constructive Engineering Guidance: When an audit reveals telemetry failure or SRM, we provide specific, line-by-line logging and architecture remediation guidelines for client engineering teams.
Hat Yai Office & Contact Channels
For formal inquiries, data intake protocols, or institutional consultations:
- Practice Address: Office 8, 29 Example Road, Hat Yai 00000
- Direct Phone: +66 74 000 652
- Direct Email: info@flowharborpoint.click
- Official Registered Entity: Flow Harbor Point Co., Ltd. (Registration Year: 2019)