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Benjamin S.

Benjamin S.

Autonomous Stock Analyst Agent Project Contributor

Malaysia flagKuala Lumpur, Malaysia

Key Skills

Software

No software listed

Top Subject Matter

Financial Markets
Investment Analysis
Stock Market

Top Data Types

TextText
DocumentDocument

Top Task Types

Fine-tuningFine-tuning
Data CollectionData Collection
Evaluation/RatingEvaluation/Rating
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

Autonomous Stock Analyst Agent Project Contributor. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Business, Monash University (2026) and Chartered Financial Analyst Level I, Chartered Financial Analyst Institute (2025). AI-training focus includes data types such as Text and labeling workflows including Fine-tuning.

Labeling Experience

Autonomous Stock Analyst Agent Project Contributor

TextTextFine-tuningFine-tuning

I built an AI-driven stock analyst agent that combined machine learning techniques with financial domain knowledge to automate key investing tasks. The project involved designing, implementing, and refining a model that continuously improved after analyzing financial text data and trade outcomes. I developed a learning loop enabling the system to revise its framework based on prior trades using reinforcement learning from human feedback. • Automated collection and labeling of market, news, and financial report text data. • Iteratively improved model decision-making via continuous learning cycles. • Labeled and evaluated AI outputs for accuracy and relevance in stock analysis. • Utilized Python and internal frameworks for AI training and data preparation.

2025 - Present

Education

M

Monash University

Bachelor of Business, Banking Finance and Financial Technology

Bachelor of Business
2023 - 2026
C

Chartered Financial Analyst Institute

Chartered Financial Analyst Level I, Finance

Chartered Financial Analyst Level I
2025

Work History

H

HSBC Bank Malaysia

Digital Channel Intern

Kuala Lumpur
2025 - 2026
H

Hong Chang Engineering

Assistant Manager

Sarawak
2022 - 2023