AI & Automation
01
AI Agent Development — Hermes & OpenClaw
As part of a learning process, built two personal AI Agents
aimed at assisting daily activities and boosting productivity.
Developed using VPS and run locally (localhost) on a Mac Mini,
with API key integration from models such as Qwen and MiniMax.
Hermes helps compile recaps and summaries,
while OpenClaw helps check WhatsApp messages
and emails — both focused on prompt engineering to
automate routine tasks.
Equity Analyst Paper
02
Equity Analyst Paper — INDF Stock
Prepared an equity research report on PT Indofood Sukses Makmur (INDF)
with fundamental analysis and valuation using the DCF method —
covering financial ratio analysis and fair value estimation.
Financial Modeling
03
Equity Research Financial Model — INDF
Built a spreadsheet-based equity research model for INDF, covering
cost projection, income statement, assets, liabilities, equity, and
balance sheet analysis to support financial assumptions and valuation.
MSME Marketing
04
MSME Digital Marketing Campaign
Collaborated with a team to create promotional content (photos, videos, and copywriting)
to help MSMEs around Telkom University expand their product reach
online, strengthened social media presence, and helped attract new customers.
Machine Learning
05
Customer Segmentation Analysis — Myanmar Supermarket
Final project for Business Machine Learning course with Group 5,
serving as Developer (coding). Built the entire
analysis pipeline with Python in Jupyter Notebook — from data wrangling, EDA,
to K-Means Clustering for customer segmentation of 1,000
supermarket transactions in Myanmar. Results validated with Elbow Method
& Silhouette Score, and visualized using PCA.
Capital Market
06
Capital Market School — IDX West Java
Participated in a capital market education and socialization program
organized by the Indonesia Stock Exchange West Java, deepening
practical understanding of investment and capital market analysis.
Hive Project
07
Hive Project — Student Uniform Business
Led the Hive Project (Red-White Uniform business) at HIPMI Telkom
University from planning to distribution — generating
IDR 105 million in revenue and a 20% increase in business unit earnings.
Machine Learning
08
Sales Forecasting — Miniature Vehicle Products
Built a machine learning project to predict future sales of miniature
vehicle products using historical transaction data. Compared Linear
Regression, Random Forest, Gradient Boosting, XGBoost, and ARIMA,
with XGBoost achieving the strongest performance across 2,743 records.
Undergraduate Thesis
09
Undergraduate Thesis — Coal Mining Stock Return Analysis
Quantitative explanatory research on IDX-listed coal mining subsector
companies during 2020-2024. Analyzed the effect of profitability,
firm size, and systematic risk on stock returns using panel data
regression across 17 companies and 85 observations.
Finance
10
Financial & RAB, HPP Analysis — HIPMI Project
HIPMI project focused on financial planning and business budgeting.
My role was to prepare the full Budget Plan (RAB) from overall cost needs,
calculate Cost of Goods Sold (HPP), and structure monthly expense projections
to support pricing, funding, and business feasibility decisions.
Web3 Finance
11
Fiero DAO — USUAL Airdrop Strategy Brief
Prepared and presented a USUAL Pills Campaign airdrop strategy brief for
Fiero DAO members. Covered USD0++ staking, Morpho-based hedging,
USDC lending, currency and depegging risks, LTV monitoring, and
return calculation to support informed Web3 investment decisions.
Event Operations
12
Striking Down Arena — Student Boxing Championship Operations
Supported the Striking Down Arena student boxing championship at Telkom University.
My role covered preparing equipment stock for match operations, managing ticket
purchasing and sales flow, and coordinating fighter logistics to support smooth
event execution.
Equity Valuation
13
Equity Research Valuation Calculation — INDF
Built a spreadsheet-based calculation file for INDF equity research,
covering revenue and cost projection, income statement, balance sheet,
cash flow, ratio analysis, WACC, and DCF-FCFE valuation to support
fair value estimation and investment recommendation.
Forecasting Method
14
Sales Forecasting Method — Machine Learning
Documented the machine learning calculation method used to forecast
future product sales. The workflow covers historical sales data
preparation, model comparison using Linear Regression, Random Forest,
Gradient Boosting, XGBoost, and ARIMA, plus performance evaluation to
select the most reliable forecasting approach.
