A dream of a perfect afternoon: our two children laughing in the light, hand in hand. A vision of everything we’ve hoped for, wrapped in golden sun.

AI-generated, human-composed, home-produced.

Two Tiny Sparks

A soft lullaby for my daughter — born tiny, held tight. She is light in its purest form.

AI-generated, human-composed, home-produced.

Little Light of Mine

A playful and poetic ode to my son’s endless curiosity. Every “why” and every “how” is a spark of wonder — this is his song of questions and dreams.

AI-generated, human-composed, home-produced.

Little Big Question

The first time I held him, I knew love in a new way. This song is for my son — my sunshine, my first big love.

AI-generated, human-composed, home-produced.

First Big Love

Swagger’s back. This is the data scientist anthem — confident, cool, and shipping silently.
No chains. No decks. Just code and convergence.

“Weights about to drop / Got that PyTorch on the slab.”

📌 Drop a 💪 if you optimize in your sleep.

I Just Optimize

The opening track of the mixtape — a rap battle between LLMs. ChatGPT, Claude, Gemini, Grok, and LLaMA all drop verses like real MCs. Each model reimagined in the voice of a hip hop icon. It’s swagger, satire, and silicon-based bars.
🔥 Turn your prompts into punchlines.

📌 Like, comment, and tell us — which model had the hardest verse?

Run The Models

The mixtape’s final note — a love song dressed in machine learning metaphors.
A breakup ballad about overfitting, loss divergence, and the one hyperparameter you couldn’t tune.
It’s sad. It’s nerdy. It’s kinda beautiful.

📌 Comment with your favorite lyric — or your last failed training run 💔

Finetune You

Zoom in. This is the inner monologue of the dev. Calendar invites, Jira tickets, peer feedback — all handled by the machine. The verse gets personal. And ironic.
Because the system doesn’t just run — it runs you.

📌 Comment if your model wrote a better commit message than you today.

Obsolete By Design (Developer's Version)

The emotional core of the mixtape. A satirical confession from a data scientist slowly being outpaced by the very models he built. Dark trap beats, poetic loss curves, and existential swagger.
“Built the loop, deployed the stack — now it talks to legal. I just Slack.”

📌 Drop a 🔁 in the comments if you’ve ever automated yourself.

Obsolete By Design

Two devs on a call. A lo-fi synth bed. The jokes fly until they don’t.
It’s funny — until it’s not.
And yet, there’s still a job left to do.
A short interlude to remind us: Not everything runs on a model. Yet.

Not Obsolete By Design (Interlude)

manu.j is an award-winning data scientist, novelist, and boundary-pushing music creator. After writing the psychological thriller The Artist, he set out to bring its world to life in sound — using generative AI and human storytelling to compose Scars in Red, a genre-spanning concept album.

His music fuses algorithmic tools with emotion-driven artistry, blending gritty hip hop, atmospheric EDM, and acoustic folk into a cinematic experience. Each track is part human, part machine — and all heart.

manu.j

Popular tracks