Sulung S.

Key Skills

Software

Don't disclose

Top Subject Matter

Real estate development finance and investor due diligence

Real estate capital advisory and due diligence

Investment underwriting for private family office

Top Data Types

Text

Document

Top Task Types

Entity (NER) Classification

Freelancer Overview

General Manager – Development Finance (cognitive city developer). Brings 32+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Don't disclose. Education includes Master of Business Administration in Financial Services, Hong Kong University of Science and Technology (2006) and Bachelor of Engineering (Mechanical), University of New South Wales (1994). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Entity (NER) Classification.

Labeling Experience

General Manager – Development Finance (cognitive city developer)

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In the role as General Manager – Development Finance for Australian Education City Pty Limited, the work involved preparing investor-facing documentation and performing analytical evaluations to support financing decisions. The responsibilities included building an investors data room that was verified for due diligence, producing investment memoranda describing risks/returns, and creating market research outputs with competitive/demographic analysis. These artifacts functioned as structured inputs for underwriting and investor evaluation rather than traditional manual labeling tasks. • Created investor data rooms and due-diligence materials verified by KPMG • Authored investment memoranda including investment terms, risks, and returns • Performed cost planning, financial modeling, and scenario analysis for return impact • Conducted market research and investment structuring (tier capital and waterfall cashflows)

2020 - Present

Partner (capital advisory for financed real estate developments)

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As a Partner at Harmony Capital Advisors Limited, the work included conducting due diligence and generating investment proposals for real estate projects seeking financing. The role emphasized desktop and on-the-ground research, comparative analysis, and evaluation of projects to support capital deployment decisions. While not framed as AI training or dataset labeling, it constitutes structured data analysis and decision-support preparation for investment underwriting. • Evaluated real estate projects with comparable analysis and on-site inspection • Managed and organized required data to support investment theses • Supported acquisition and completion planning for distressed/illiquid assets • Participated in capital deployment efforts across a pipeline of projects

2017 - 2019

Vice President (deal underwriting and investment evaluation)

Don't discloseTextEntity (NER) Classification

As a Vice President at Equity Partners Asia Limited (family office), responsibilities included deal underwriting activities that required structured assessment of pipeline opportunities using financial and investment analyses. The work involved filtering and presenting deals to principals along with analyses and recommendations. Although not described as AI annotation, the activities relied on systematic interpretation and categorization of deal inputs for investment decision-making. • Filtered and assessed pipeline deals using analytical investment evaluations • Advised principals and presented deals supported by underwriting analyses • Performed deal-level evaluation across multiple real estate and non-real estate opportunities • Managed underwriting for multiple counterparties and portfolios totaling over USD 210m

2009 - 2010

Senior Associate (real estate deal execution and independent review)

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At D.B. Zwirn & Co, the role as Senior Associate for real estate investments included analytic review and due diligence tasks that supported transaction execution. Responsibilities covered project plan evaluations, review of planning/production schedules, and validation of investment assumptions against local market analyses. This resulted in structured investment documentation and underwriting inputs used for risk management. • Reviewed project plans, GFA quantification, and production/planning schedules • Assessed investment assumptions using local market analyses • Evaluated fund usage requirements, timelines, and construction tender packages • Supported underwriting with hidden risk identification to ensure risk management is in place

2007 - 2008

Internship – Summer Associate

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During the summer associate internship at China Capital Advisors Limited, responsibilities focused on researching and evaluating China real estate investment opportunities and generating investment proposals. The work included both desktop research and on-the-ground investigations, followed by assembling the data needed to form cost and investment theses. This is structured analysis used to support investment proposal creation. • Conducted desktop and on-the-ground research, evaluation, and proposal generation • Performed due diligence including comparable analysis, inspections, interviews, and market research • Built the underlying dataset for cost and investment thesis development • Produced financial valuation, scenario analysis, and financial modeling for reports

2006 - 2006

Education

Work History