Profile

Role-fit map

I am a research builder with institutional finance training and a bias toward dashboards, systems, and explicit documentation.

I do my best work in environments where analysis is only half the job and the other half is designing a better surface to observe, update, and communicate that analysis.

Snapshot

Current seat

I currently work as a research analysis supporting small-mid cap retail equity coverage at Vietcap Securities.

Build lane

I build dashboards, option tools, Vietnam-market products, and local-AI workflows around real research habits.

Best fit

I fit best in equity research, quant-adjacent research, research operations, and finance-product roles where systems leverage matters.

Domain map

Consumer equities

Bottom-up research, recommendation support, earnings updates, AGM synthesis, and disciplined model maintenance.

-> See experience log

Vietnam market tooling

VNIBB, screening builds, and product design for local investors who need better surfaces than generic broker tooling.

-> See casefile

Crypto market structure

Cycle logic, macro liquidity, BTC dominance, on-chain context, and altcoin selection under uncertainty.

-> Related notes

Research automation

AI vision monitoring, local RAG, webhooks, and browser workflows built to reduce analyst turnaround time.

-> See workflow build

Public proof

GitHub work

Public repos

I use GitHub as the public build layer behind VNIBB, option pricing, local AI automation, and publishing workflows.

Flagship interactive

Mechanical Watch

I feature Mechanical Watch because it shows the same thing I want from research work: precision, legibility, and systems intuition.

How I operate

Start from the decision question I want the key judgment clear first, whether it is a stock call, a market-phase read, or a workflow bottleneck.

Make the surface legible If the work repeats, I turn it into a dashboard, a note template, or a product surface instead of leaving it scattered across tabs.

Cross-check narratives with structure I rely on model updates, signal stacks, and explicit indicator sets rather than story-first conviction.

Leave a written trail Casefiles, memos, and technical notes are part of the operating system because future review matters.

Operating areas

Coverage ops

Five-name consumer coverage

Research support, model upkeep, and decision-ready updates inside a live institutional workflow.

Monitoring systems

80-company update checks

Automation-first thinking applied to corporate monitoring, memo prep, and recurring review tasks.

Market systems

Dashboards and playbooks

Crypto dashboard, cycle framework, and option-pricing tools that turn research logic into inspectable interfaces.

Product lens

Vietnam-market surfaces

VNIBB and related tooling show how finance research instincts can become user-facing products.

Institutional footprint

Vietcap Securities

I support consumer-equity research, maintain models, synthesize AGM notes, and automate recurring workflow steps.

BIDV

I learned credit-process discipline through mortgage comps, reporting support, and spreadsheet cleanup at BIDV.

UEH research assistant

I worked on search intensity, stock volatility, Twitter sentiment, Bitcoin, and geopolitical-risk research using R and Python workflows.

Independent builder

I extend that institutional base with dashboards, pricing tools, local-AI workflows, and market products that go beyond static note-taking.

See also

• Experience log
• Skills
• Casefiles