ON SET AND TRANSITIONING TO ADVERTISING ONLINE AND TRAINING ADVERTISING READY MODELS

PORTFOLIO

I train machines to think. I direct people to feel.

I'm Alvi Chowdhury, an AI Data Trainer by profession, and a filmmaker & advertising creative by calling. This site is the bridge between the two: one frame, one prompt, one project at a time.

SYSTEM CHECK

Pilot the core.

Move your mouse to steer. Avoid the red anomalies.

DIRECTOR'S NOTE TRAINING LOG

From training language models
to directing scenes.

I studied Advertising at Independent University, Bangladesh, but my career started on a film set as an assistant director, long before it took a detour into AI. For the past few years, I've worked as an AI Data Trainer at Invisible Technologies and Verity Labs, training and evaluating the language and generative video models behind today's leading AI assistants.

Underneath the job titles, the thread has always been the same: understanding how people respond to stories, words, and images, and shaping them with intention. I'm now turning that back toward advertising and filmmaking, with one of my films recently selected for Rickshaw Film Festival 2026. Next stop: an MA in Data Communication & AI at the University of Westminster, bringing both sides of my work into one practice.

On the AI side, that same instinct shows up as careful, structured judgment: writing and refining prompts, evaluating model outputs against rubrics, and running RLHF annotation that shapes how today's AI assistants actually respond. I've also onboarded and mentored new trainers along the way. Next stop: an MA in Data Communication & AI at the University of Westminster, formalising the data side of a creative and technical practice.

10/10 Indie Film
9/10 Content Creation
8/10 Presentation
2026 Official Selection, Rickshaw Film Festival
10/10 Prompt Creation
8/10 Project Management
RLHF Annotation & Evaluation
2022 to Present Training NLP & generative models for leading AI assistants

CAREER REEL TRAINING LOG

Scenes so far.Logs so far.

Most recent first.

  1. 01NOW

    2025 to Present · Remote / Contractual

    Generative AI Data Trainer, Verity Labs

    Watch AI generated video the way a critic watches dailies, judging motion, fidelity, and whether a generated performance actually feels human.

    Annotate and evaluate AI generated video using a rubric based assessment, visual fidelity, motion dynamics, appearance consistency, and speech to visual alignment to support more human aligned generative systems.

  2. 02

    2022 to Present · Remote / Contractual

    AI Data Trainer → Advanced AI Data Trainer, Invisible Technologies Inc.

    Collaborated with creative teams to shape how AI assistants actually sound, tone, pacing, and response style, while mentoring new trainers joining the team.

    Train and optimize NLP models for accurate, contextually relevant outputs; evaluate AI agent behaviour in browser environments; mentor new trainers; and refine prompts that continue to shape today's leading AI assistants.

  3. 03

    2021 · Contractual

    Data Team Lead, Barikoi

    Supervised a team of freelancers and led troubleshooting for recurring data drawbacks, leadership and problem solving that carries into every project since.

  4. 04

    2020 to 2022 · Contractual

    AI Apprentice, Intelligent Machines Ltd.

    First look at how stories move through different media, annotating audio, image, and video data for some of Bangladesh's largest corporations.

    Applied data annotation to optimize AI algorithms for operational efficiency across audio, image, and video platforms for some of Bangladesh's largest corporations.

  5. 05

    2016 to 2020 · Part time

    Jr. Business Analyst, Infolytx Bangladesh Ltd.

    Designed graphics and visual reporting materials alongside core analyst work, an early taste of applied creative design.

    Managed HRM systems, annual evaluations, PTO and access systems, plus on demand analysis, reporting, and asset management, early experience structuring data and processes.

  6. 06

    2015 to 2017 · Part time

    Assistant Director, MTA Studios

    Captured and edited video content, and assisted the director in covering two major events, where storytelling and production first clicked.

    Behind the scenes coordination on live productions, the process discipline that now shapes how I structure AI training workflows.

TOOLKIT STACK

What I bring to set. What I bring to the model.

Creative

  • Storytelling
  • Narrative Design
  • Indie Film
  • Content Creation
  • Digital Advertising
  • UI Design

AI & Data

  • Prompt Creation
  • NLP Model Training
  • RLHF Annotation
  • Project Management

Production Software

Adobe Premiere
Adobe Photoshop
Illustrator

Code (learning!)

HTML
CSS
JavaScript

Leadership & People

  • Mentoring & Onboarding
  • Presentation
  • People Person
  • Psychology
  • Google Workspace

BEHIND THE LENS

Photography.

A few frames, swap these placeholders for your own shots as you add them.

PROMPT LAB

Try a quick prompt rewrite.

A small client side demo of how I approach prompt structure. This runs entirely in your browser using a simple template, it is not a live model.

Your structured prompt will appear here.

GET IN TOUCH

Let's make something.

Open to advertising, film, and creative AI collaborations.