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We put our
Forwardians at heart

At MFV, we put our beloved Forwardians at heart in every decision and action. We organize activities and events to tap into the potential and disrupt our Forwardians' limitations.

Highlights

Ai Mini Challenge: Crucial Things We Need to Know Before Creating AI Tools
Aug 25, 2025

Ai Mini Challenge: Crucial Things We Need to Know Before Creating AI Tools

1. IntroductionHey everyone! I'm Dante, and I'm part of the Bante team, a group of five enthusiastic developers – Barry, Jett, Andre, Chein, and myself. We are all Backend Developers.2. SituationBefore this challenge, most of us were primarily AI users. We'd interact with AI tools and marvel at their capabilities, but the inner workings remained a bit of a black box. This sparked a deep curiosity: we wanted to peel back the layers and understand everything about AI, from Large Language Models (LLMs) and embeddings to indexing, agents, and post-processing. The mini-challenge presented the perfect opportunity to learn by building, pushing us to create a practical AI tool from the ground up.O

Most read

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Nov 15, 2021
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Jun 27, 2021
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Nov 02, 2023
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Feb 28, 2023
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May 18, 2022

Life at MFV

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The 80/20 Rule & The Stories of Forwardians: The Little Inner-Happiness
Jun 18, 2025

The 80/20 Rule & The Stories of Forwardians: The Little Inner-Happiness

In life, we frequently encounter small experiences that result in a subsequent significant impact. Indeed, sometimes 20% of causes can bring 80% of good results, it is like we sow a small seed, then it sprouts into a big tree. If you are thinking of the Pareto or 20/80 rule, you are correct. Today, our Forwardians will bring some “80%” stories that, who knows, may resonate with your life.

Sharing corner

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Engineers' blog

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Ai Mini Challenge: Crucial Things We Need to Know Before Creating AI Tools
Aug 25, 2025

Ai Mini Challenge: Crucial Things We Need to Know Before Creating AI Tools

1. IntroductionHey everyone! I'm Dante, and I'm part of the Bante team, a group of five enthusiastic developers – Barry, Jett, Andre, Chein, and myself. We are all Backend Developers.2. SituationBefore this challenge, most of us were primarily AI users. We'd interact with AI tools and marvel at their capabilities, but the inner workings remained a bit of a black box. This sparked a deep curiosity: we wanted to peel back the layers and understand everything about AI, from Large Language Models (LLMs) and embeddings to indexing, agents, and post-processing. The mini-challenge presented the perfect opportunity to learn by building, pushing us to create a practical AI tool from the ground up.O