• Writing
  • AI Systems
  • Research
  • Film

Dealing in Raw Materials and Visions of Heaven

Via writing, film, and computer science, I use new and ancient tools to build systems of intuition.

  • Screenwriting
  • Ghostwriting
  • Directing
  • Cinematography
  • LLM systems
  • Python
  • Knowledge graphs
  • Statistics

Available now · Remote

I.

Film

01:51 · 1080p

Shot and cut on location for a hospital in Guatemala.

  • Concept
  • Treatment
  • Camera
  • Edit
  • Grade
II.

Writing

Screenplay · 39 pages

Daremno

A metaphysical thriller set in the war in Ukraine.

EXT. RUINS OF A VILLAGE - TWILIGHT

FADING FROM BLACK:

A destroyed home huddles under a black sky, rendered in soft moonlight but evading clear definition. Wooden joinery stands alone. Burnt rubble climbs up fractured brick walls. A door leads nowhere. No one lives here anymore.

The sounds of a lively household fade in, clashing with the desolation of the image. Dishes ring against each other, a faucet hisses, a gameshow blares on the TV. The visual remains still, unchanging.

ARTEM (UKRAINIAN)

Poltergeist.

TV (UKRAINIAN)

Ah ... No idea, frankly! Oh no! Sorry Yevgeny, the answer was “Poltergeist.” You’ll get the next one.

ARTEM (UKRAINIAN)

How do they find people this stupid?

YANA (UKRAINIAN)

It wouldn’t be fun if they were smart.

A kitchen timer goes off.

ARTEM (UKRAINIAN)

Opaaaa!

YANA (UKRAINIAN)

Kolya! .. Kolya, turn off the game.

KOLYA (UKRAINIAN)

(Under his breath)

You turn off the TV.

YANA (UKRAINIAN)

Come get di–

A distant explosion. Gunfire ensues with it. Yana sighs.

ARTEM (UKRAINIAN)

F###. Can’t they wait until morning?

YANA (UKRAINIAN)

Come eat! (To Artem, quietly) Go bring the bikes inside.

ARTEM (UKRAINIAN)

How would that help?

Shuffling is heard, a door opens and shuts as we hear Kolya leave his bedroom to enter the living room.

KOLYA (UKRAINIAN)

Uncle needs a curfew. He always wakes up the whole neighborhood.

ARTEM (UKRAINIAN)

...I agree. He’ll be done soon. He’s a good shot. Better than me.

KOLYA (UKRAINIAN)

I’m not hungry.

YANA (UKRAINIAN)

Kolya, you need to eat.

ARTEM (UKRAINIAN)

Don’t let them starve you.

A pause. Artem’s attention returns to the TV, his coping mechanism. He vacantly chuckles.

KOLYA (UKRAINIAN)

Shouldn’t it be over by now?

ARTEM (UKRAINIAN)

We can change the channel, Kolya. I thought you liked this show.

KOLYA (UKRAINIAN)

I mean the war.

ARTEM (UKRAINIAN)

Ah.

KOLYA (UKRAINIAN)

How much longer will it last?

ARTEM (UKRAINIAN)

Just a month or so, I hope...

YANA (UKRAINIAN)

How could anyone fight for longer than that?...

Read the full screenplay

III.

Systems

PepTutor · Live

Intelligent Infrastructure for Research and Intuition.

PepTutor reads the internet on a subject and turns it into something you can reason over. It scrapes primary literature, practitioner writing, and community reports, then builds a knowledge graph that holds two kinds of relationship at once: the semantic ones, what a claim means and what it connects to, and the subjective ones, who said it, under what incentive, and how much that weight is worth.

Statistics run across that graph. What the evidence converges on, where it splits, which claims trace back to one source repeated forty times, what has been tested in humans and what has not. The output is closer to a reconnaissance report than an article. Here is the terrain, here is what is confirmed, here is what is contested, here is what nobody has looked at.

The point is to describe a pharmacological reality honestly, at a scale reading cannot reach, without pretending the unsettled parts are settled.

  • PyTorch
  • LLM systems
  • RAG
  • Embeddings
  • Vector search
  • TypeDB
  • Qdrant
  • Knowledge graphs
  • Data pipelines
  • PostgreSQL
  • Supabase
  • Next.js

Visit PepTutor

IV.

Contact

Available now · Remote

Let’s do some good.

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