Lesmon Andres Lenin Saluta, Author at Tutorials Dojo

About Lesmon Andres Lenin Saluta (Edit profile)

Lesmon is a data practitioner and currently the Product Data Scientist at Angkas. He oversees the development and innovation of product data analysis and modeling towards impactful solutions and to make better-informed business decisions. He also has a genuine passion for mentoring. He is a Data Science Fellowship Mentor at Eskwelabs, where he imparts knowledge and nurtures the next generation of Data Practitioners. Outside of work, Lesmon is a freshman at the University of the Philippines - Diliman, a scholar taking up a degree in BS Computer Science.

Securing Application Logs with Amazon Comprehend
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Securing Application Logs with Amazon Comprehend

Lesmon Andres Lenin Saluta2024-02-07T03:19:12+00:00

Security is one of the more overlooked aspects that many fall victim to when designing the architecture of applications. Partnering this lack of security priority with the increasing value of personal user data, security breaches become one of the certain ways for companies to lose user trust, face legal charges, and, in the long run, fail. Various governments developed data compliance laws to set minimum guidelines for security in data handling by data stakeholders. These laws govern the collecting, processing, storing, and sharing of personal and sensitive information to protect individuals' privacy and data security. Although regulations may vary depending [...]

Securing Application Logs with Amazon ComprehendLesmon Andres Lenin Saluta2024-02-07T03:19:12+00:00

Building a Simple Video Hosting Service using Amazon CloudFront, Amazon S3, and AWS Amplify
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Building a Simple Video Hosting Service using Amazon CloudFront, Amazon S3, and AWS Amplify

Lesmon Andres Lenin Saluta2024-02-01T11:00:28+00:00

Application Use Case The primary purpose of this application is to share a video as a link and have it accessed by viewers with low latency. This feature is great for those who make quick videos, for example, a short demonstration on how to use an application or a group of academics sharing their explanations to mentor their peers. Overview of the Tech Stack Different video hosting websites cater to various features that are subjective to users. Some users prefer highly secure video hosting websites for private content, integrating one (or more) authentication layers to upload [...]

Building a Simple Video Hosting Service using Amazon CloudFront, Amazon S3, and AWS AmplifyLesmon Andres Lenin Saluta2024-02-01T11:00:28+00:00

Machine Learning Mathematics: Regression Basics
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Machine Learning Mathematics: Regression Basics

Lesmon Andres Lenin Saluta2024-01-28T03:02:56+00:00

In recent years, of the ever-evolving landscape of technology, a few of the most prominent buzzwords that continue to capture the imagination of innovators and entrepreneurs alike are Machine Learning (ML) and Artificial Intelligence (AI). With the boom of OpenAI’s ChatGPT last November 2023, as well as the many that followed suit, including major tech companies like Meta with their LLaMa model and Google’s PaLM and newly announced Gemini, ML and AI will most likely be the spotlight for the months, years, and possibly, decades to come. In a previous article, The AI Revolution: An Overview of Generative AI and [...]

Machine Learning Mathematics: Regression BasicsLesmon Andres Lenin Saluta2024-01-28T03:02:56+00:00

The AI Revolution: An Overview of Generative AI and Foundation Models
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The AI Revolution: An Overview of Generative AI and Foundation Models

Lesmon Andres Lenin Saluta2023-12-15T01:46:23+00:00

The recent biggest trends in technology revolve around this buzzword that exploded in popularity: Generative AI. After the initial public release of ChatGPT from OpenAI around November 2022, plenty of other chatbots powered by large language models (LLMs), like Google’s PaLM powering Google Bard and Meta’s LLaMa model, took the world by storm. These LLMs have empowered millions of users and developers, affecting various areas of work and thus reshaping the industry. In this article, we will discuss the basic principles and concepts around these LLMs, explain the role of Foundation Models behind them, and explore AI's current integrations and [...]

The AI Revolution: An Overview of Generative AI and Foundation ModelsLesmon Andres Lenin Saluta2023-12-15T01:46:23+00:00

Personal ML Projects with Amazon SageMaker, Amazon Comprehend, Amazon Forecast and Other ML Services
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Personal ML Projects with Amazon SageMaker, Amazon Comprehend, Amazon Forecast and Other ML Services

Lesmon Andres Lenin Saluta2023-11-30T04:52:46+00:00

Machine learning and artificial intelligence have been powering many of the technologies we use daily, some of which we may not actively pay attention to, and they have become second nature to us. Suppose we actively look for the presence of ML/AI. In that case, we can find them everywhere: natural language processing in our AI Assistants, recommender engines in e-commerce, social media, and music, and fraud detection in finance, among many other technologies. Although these very powerful models are the ones running the digital world we live in, we can replicate the functionalities of said models for our uses, [...]

Personal ML Projects with Amazon SageMaker, Amazon Comprehend, Amazon Forecast and Other ML ServicesLesmon Andres Lenin Saluta2023-11-30T04:52:46+00:00

Serverless Synergy: Building a Full-stack Serverless Application with Sentiment Analysis from Image Capabilities with the AWS Suite
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Serverless Synergy: Building a Full-stack Serverless Application with Sentiment Analysis from Image Capabilities with the AWS Suite

Lesmon Andres Lenin Saluta2023-11-30T06:11:01+00:00

Plenty of full-stack web applications are scattered across the internet nowadays, with varying tech stacks and services utilized to serve their varying purposes. Like with other technologies, as popularity increases, so does the surrounding ecosystem, which manifests in significant improvements in the development cycle. In this article, we will discuss how to build a simple but purposeful, full-stack web application using multiple features of Amazon Web Services. We will focus on the orchestration of the many various services used, with an emphasis on making a streamlined process. Application Use Case This application is intended for anyone monitoring reviews, feedback messages, [...]

Serverless Synergy: Building a Full-stack Serverless Application with Sentiment Analysis from Image Capabilities with the AWS SuiteLesmon Andres Lenin Saluta2023-11-30T06:11:01+00:00

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