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Lorenzo Ampil
Lorenzo Ampil

908 Followers

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Published in Geek Culture

·Pinned

Be a Data Driven Investor Without Having to Code

Introducing Hawksight, a simple yet powerful investment analysis platform for data driven investors — Coming from a data science background, I’ve always believed that being “data-driven” with your investments is important if you want to get returns that can potentially beat the market. This typically involves performing quantitative analysis, and executing trades using algorithmic strategies, that utilize programming languages like Python, and R.

Finance

8 min read

Be a Data Driven Investor Without Having to Code
Be a Data Driven Investor Without Having to Code
Finance

8 min read


Sep 16, 2021

New User Inflow on Terra Blockchain

Understanding the staggering growth of Anchor, and Mirror This is based on my solution for the “New User Inflow” challenge of Flipside Crypto. I’ve answered it in two sections, where the first is focused on measuring new users for Terra as a whole, and doing the same for both Mirror…

Cryptocurrency

4 min read

New User Inflow on Terra Blockchain
New User Inflow on Terra Blockchain
Cryptocurrency

4 min read


Published in DataDrivenInvestor

·Aug 22, 2020

Access Cryptocurrency Data in 2 Lines of Python

Use fastquant to easily pull crypto data for your own analysis Cryptocurrency (or “crypto” for short) is one of the hottest investments to go for now with stories of people becoming overnight millionaires from buying into Bitcoin early. …

Money

3 min read

Access Cryptocurrency Data in 2 Lines of Python
Access Cryptocurrency Data in 2 Lines of Python
Money

3 min read


Published in Towards Data Science

·Aug 11, 2020

Optimize your trading strategy with three lines of code

Use fastquant to easily optimize your trading strategy’s parameters automatically! — If you want to consistently earn money with your investments, backtesting is one of the best ways to assess the effectiveness of your trading strategies — of course, assuming that you implement it properly. …

Trading

6 min read

Optimize your trading strategy with three lines of code
Optimize your trading strategy with three lines of code
Trading

6 min read


Published in Towards Data Science

·Jul 30, 2020

Backtest Your Trading Strategy with Only 3 Lines of Python

Introducing fastquant, a simple backtesting framework for data driven investors — Ever since I started investing back in college, I was exposed to the different ways of analyzing stocks — technical analysis and fundamental analysis. I’ve even read books and countless articles about these techniques. In a nutshell, technical analysis argues that you can identify the right time to buy and…

Finance

9 min read

Backtest Your Trading Strategy with Only 3 Lines of Python
Backtest Your Trading Strategy with Only 3 Lines of Python
Finance

9 min read


Published in Towards Data Science

·Jan 11, 2020

Access Philippine Stock Data with Only 2 Lines of Python

Introducing fastquant, a tool for easy access and analysis of Philippine stock data — As a data scientist with a finance background, I’ve always been fascinated with the idea of making money by trading stocks because it seemed simple. Why? You only needed to know two things to make money — to buy at the lows, and to sell at the highs. So, how…

Python

5 min read

Access Philippine Stock Data with Only 2 Lines of Python
Access Philippine Stock Data with Only 2 Lines of Python
Python

5 min read


Published in Towards Data Science

·Dec 26, 2019

Can a Robot Make You Laugh? — Teaching an AI to Tell Jokes

Yes, and he’s almost as funny as me! — Tito Joker is a humorous AI that uses state-of-the-art deep learning to tell jokes. His goal is to understand humor well enough to tell jokes that are actually funny. Why is he named Tito Joker? Because in Filipino, “tito” means “uncle” when translated to English, and in the Philippines, we…

Machine Learning

8 min read

Can a Robot Make You Laugh? — Teaching an AI to Tell Jokes
Can a Robot Make You Laugh? — Teaching an AI to Tell Jokes
Machine Learning

8 min read


Published in Towards Data Science

·Oct 13, 2019

My Learning Plan for Getting Into Data Science from Scratch

I started when I was in college and still continue up to this day! — My decision to get into data science started way back when I was still in college in early 2015. I actually didn’t plan to become a data scientist originally, but a quant — someone who is essentially a financial analyst that uses advanced math and coding in their functions (e.g…

Data Science

5 min read

My Learning Plan for Getting Into Data Science from Scratch
My Learning Plan for Getting Into Data Science from Scratch
Data Science

5 min read


Published in Towards Data Science

·Aug 31, 2019

Basics of Data Science Product Management: The ML Workflow

The theory of ML is hard, the application is even harder! — I’ve spent the last few years applying data science in different aspects of business. Some use cases are internal machine learning (ML) tools, analytics reports, data pipelines, prediction APIs, and more recently, end-to-end ML products. I’ve had my fair share of successful and unsuccessful ML products. There are even reports…

Machine Learning

14 min read

Basics of AI Product Management: Orchestrating the ML Workflow
Basics of AI Product Management: Orchestrating the ML Workflow
Machine Learning

14 min read


Published in Towards Data Science

·Jun 16, 2019

Introduction to forecasting Philippine stock prices using Facebook’s Prophet

A basic python workflow for predicting the stock price of the Philippine company, Jollibee Food Corp (JFC) — I’ve been into stock trading in the Philippines since I was in college and was immediately convinced that this is a field where forecasting models would be very useful. Why? …

Data Science

8 min read

Introduction to forecasting Philippine stock prices
Introduction to forecasting Philippine stock prices
Data Science

8 min read

Lorenzo Ampil

Lorenzo Ampil

908 Followers

Co-Founder & CTO @ Hawksight.co | Creator of the fastquant python package https://github.com/enzoampil/fastquant | AI Products for Finance with #ML, and #NLProc

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