KOREAN-SPEAKING · ENTERPRISE GTM · BUILDS WITH GPT/AGENTS

I turn complex Korean enterprise signals into qualified pipeline.

Enterprise GTM operator with twelve years across direct sales, solution advisory, and sales operations in Korea's conglomerate ecosystem. At Salesforce, I run outbound prospecting through close across a 500+ account territory; at SAP, I owned Korea demand management inside an APAC operating rhythm with India, Japan, Singapore, and Australia. I build AI-enabled workflows for account research, stakeholder mapping, outbound strategy, and pipeline readiness.

THREE SYSTEMS · ONE PIPELINE
01
Research & Outbound
Agents turn raw account signals into qualified outreach
02
Pipeline CRM
A personal CRM that keeps 500+ strategic accounts workable
03
Data Storytelling
Analytics curation that turns usage into executive strategy
CASE 01RESEARCH & OUTBOUND

Account research & outbound, rebuilt with agents

GPT/agent workflow · stakeholder mapping · in daily use on a live enterprise territory
PROBLEM

An enterprise territory of 500+ accounts across Korea's conglomerate affiliates cannot be covered with manual research. Each account took hours of reading disclosures, news, and org changes before a single credible email could be written. Research was the bottleneck of the entire outbound motion.

WHAT I BUILT

An agentic system that reads public signals about a target account, produces a structured research brief and strategy report, and drafts personalized outbound (EDM) grounded in that brief. I refined it in production, on my own quota, iterating on the process as it scaled across the territory.

RESULT
hrs → min
per-account research time
500+
accounts covered by one seller
Daily
in real use, not a prototype
The public demo is fully anonymized: account names, identifiers, and domains are replaced with neutral codes. No employer or customer data appears on this site.
FIG. 01 · SIGNAL — A 622-ASSET SALES INTELLIGENCE ARCHIVE LAUNCH →
Public signals
disclosures · news · hiring · org changes
Research agents
account brief · stakeholder map · timing triggers
Strategy report
why-now narrative per account
Personalized outbound
EDM drafts grounded in the brief
CASE 02PIPELINE CRM

A personal CRM for strategic account mapping

Single-owner CRM · multi-entity account strategy · built around how group-affiliate sales actually works
FIG. 02a · AGENT OFFICE — SPECIALIST AGENTS DEBATE, VERIFY, REPORT LAUNCH THE DEMO →
PROBLEM

Standard CRM views are built for reporting, not for working a territory where one group means a holding company, dozens of affiliates, and in-group SI relationships. I needed a view of my own pipeline that thinks in groups and whitespace, not in flat account lists.

WHAT I BUILT

A personal CRM app that organizes customer, deal, and contact data around group structures: which affiliates are active, where a first win can expand, and what the next action is for every living opportunity. I use it alongside the corporate CRM every working day.

RESULT

One seller keeps a full conglomerate territory workable: every affiliate touch, stakeholder, and next step in one place, structured the way group-account selling actually happens.

The public demo contains 100% synthetic data. No employer or customer records appear anywhere on this site.
CASE 03DATA STORYTELLING

Tableau curation as a sales motion

Tableau Public · certified · data storytelling for enterprise enablement
PROBLEM

Enterprise analytics deals stall when customers cannot picture what good looks like. Feature lists do not move manufacturing and semiconductor stakeholders; concrete, industry-shaped examples do.

WHAT I BUILT

A curated Tableau Public program that matches industry-specific visualization examples to each customer conversation: the right dashboard patterns for the right stakeholder at the right stage. Used in real field enablement sessions.

RESULT

Workshops and on-site sessions start from concrete pictures instead of abstractions, and technical evaluation conversations reach use-case agreement faster.

Built entirely on Tableau Public, an open platform. Customer names and internal usage details are not shown.
FIG. 03 · THE EXPLORER — 3,198 CURATED PUBLIC VIZZES LAUNCH →
Quality control dashboard curated on Tableau Public
OEE loss-analysis dashboard curated on Tableau Public
VOC and CRM dashboard curated on Tableau Public
Financial statements dashboard curated on Tableau Public
Seoul foot-traffic map curated on Tableau Public
Trade statistics dashboard curated on Tableau Public
OFF THE CLOCKFILM

The same building habit, pointed at film

I make short AI films end to end, orchestrating a multi-tool pipeline with GPT at the creative center.

Story, image, motion, voice, and music are produced tool by tool and assembled into one film. I also built my own prompt library and production tooling to keep the pipeline repeatable.

GPT
story development · music composition
VISUAL
GPT Image 2
character sheets · scene generation
Kling · Seedance
motion
Google Flow
shot consistency
AUDIO
ElevenLabs
voice
Suno
music generation
Final Cut Pro
assembly · grade · final cut
Also from the same pipeline: AI music video thumbnail An AI music video →