Aran Sriaran

Aran   Sriaran

AI Engineer Developer Investor Crypto Researcher
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I'm Aran.

Specializing in quantitative development and data engineering.

I combine rigorous data analysis with algorithmic trading strategies, while actively building in the Web3 landscape through AI-powered platforms and crypto analytics tools.

Skills & Achievements

Driven by curiosity.

Core Expertise

Quantitative Trading Data Engineering AI/LLM Development Blockchain/DeFi Full-Stack Development Product Management Crypto Analytics Cloud Architecture

Education

King Mongkut's University of Technology North Bangkok

Bachelor of Engineering - Computer Engineering

2015 - 2019

Certifications

01

Google Cloud Data Insights

02

Exploring Data with BigQuery

03

Advanced BigQuery Insights

Honors & Awards

ETHGlobal Winner - ChainLink CCIP
Pyth Network Pool Prize Winner
Google Cloud Certified
Hyperliquid Community Hackathon
Research

Projects

Exploring data, uncovering insights, and building tools for informed investment decisions.

Simplifying ETH Backtesting with Random Forest
Apr 2023

Predicting ETH/USD Trade Signals with Random Forest

Learn how to build a machine learning model for predicting buy and sell signals in the ETH/USD market using the Random Forest algorithm. Gain insights into the application of ML in cryptocurrency trading and improve your strategies.

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SET Index Prediction
Apr 2023

Stock Analysis and Predicting Returns with Python

Combining Multiple Datasets, Linear Regression, and Visualizing the Results

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Correlation Chart
Apr 2023

Currency Pair Correlation Analysis for Strategic Trading

A step-by-step guide to discovering currency pair correlations and leveraging them for informed trading decisions and pair trading strategies.

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Image Google Trend
Apr 2023

Analyzing Cryptocurrency Trends: Comparing Bitcoin Price and Google Search Data

A guide to creating a data visualization that compares Google Trends data with Bitcoin price, helping to analyze public interest and sentiment in the cryptocurrency market

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SET50 MACD Quandrant
Apr 2023

SET50 MACD Quandrant

The Stock MACD Quadrant Chart represents an overhead analysis of MACD, including multiple Stock in a single chart.

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PE ROE Band
Apr 2023

Analyzing Market Breadth with the Advance/Decline Ratio Using Python

Discover how to analyze market trends and investor sentiment using Python and popular libraries like Pandas and Plotly Express. Learn how to calculate the Advance/Decline Ratio (ADR), an essential market breadth indicator, and create insightful visualizations to identify trends and make informed investment decisions.

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