Srinivas Thangalapally // AI-Native Creator
I build AI workflows that turn ideas into short-form content. Not prompting — building systems: prompt stacks, visual pipelines, audio layering, format libraries. The AI does the heavy lifting. I bring the taste.
Portfolio
Each piece was created using AI-native workflows. Click any card to see the full artifact and the process behind it.
Khaali He
Contemplative short-form piece blending Hindi poetry with AI-generated visuals. Standalone narrative designed for vertical-first consumption.
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Stone Whale
A nature photograph transformed into short-form video through AI visual enhancement. Before/after demonstrates the AI-native creative process.
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Cosmic Dance — Jaana He Paar Tere
AI-generated visual art paired with translated devotional poetry. Multi-round prompt engineering for specific luminous quality.
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Carry This Boat — Devotional Series
Emotional mapping through color theory in AI prompts. Warmth (amber/gold) vs depth (teal currents) — deliberate visual sentiment engineering.
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How I Work
AI as Thinking Multiplier
I chain LLMs to explore angles, counter-angles, and edge cases. Claude for ideation, image models for visual exploration, then override with taste and judgment. The AI accelerates — it doesn't replace the creative instinct.
Vibe-Coded Systems
I build reusable content systems, not one-off pieces. Prompt stacks for different visual styles. Format templates that produce platform-specific variants. Each piece feeds a library that compounds over time.
Platform-Native Thinking
Every piece is designed for where it lives. Vertical-first for Reels/TikTok. Carousel-ready for Instagram. The format drives the creative — not the other way around. Retention curves and attention patterns inform the pacing.
Same System, Any Domain
The AI-native workflow is domain-agnostic. The creative system — prompt stacks, visual pipelines, format libraries — transfers to any content vertical. Here's how it maps to business content:
| What I've Built | Current Application | Business Content Application |
|---|---|---|
| Multi-round prompt engineering | AI art with specific emotional resonance | Data visualization hooks, before/after business transformation visuals |
| Poetry translation + adaptation | Sanskrit classics → contemporary English | Complex business concepts → low-entropy, high-signal language for shorts |
| Format-native design | Carousel pairs, vertical video, story overlays | TikTok hooks, Instagram carousels, YouTube Shorts with data overlays |
| AI-to-video pipeline | Still photo → AI-enhanced motion (Stone Whale) | Business data → animated infographics, deal breakdowns |
| LLM workflow building | Built interview coaching system using Claude Code with LLM Council methodology | Script generators, hook libraries, A/B test variants, retention-optimized rewrites |
| Audience-first content | Devotional content for cultural audience | Entrepreneurship content for business buyers/operators ($2M-$50M) |