Sillage
2026A luxury fragrance house, built end to end with AI.
Brand identity · Art direction · Film
Generative AI Creative · Available
Generative AI Creative& Brand Filmmaker
I build full brand worlds and cinematic ads end to end with AI, from concept to finished film. I also build the agentic systems behind the scenes.
4
Full brand worlds, built end to end
Concept to film
Identity, product, campaign, motion
3y+
Markets · risk · uncertainty
EU
Based in Germany
Higgsfield•
GPT Image 2•
Nano Banana•
Seedance•
Hyper Motion•
DaVinci Resolve•
ElevenLabs•
Claude•
LangGraph•
RAG•
MCP•
Python•
Higgsfield•
GPT Image 2•
Nano Banana•
Seedance•
Hyper Motion•
DaVinci Resolve•
ElevenLabs•
Claude•
LangGraph•
RAG•
MCP•
Python•
01 · About
Get To Know Me
I build brand worlds with AI, naming, identity, product, campaign and film, taken from a blank page to a finished, consistent result.
The reason it holds together is the background underneath it. I trained as a mechanical engineer, then spent three years trading equities, derivatives and commodities, where precision and decisions under uncertainty were the whole job. That discipline is why my creative work stays consistent and on-brief, and it's also why I can build the AI systems behind the scenes when a project needs them. I'm a creative who understands what's under the hood.
BasedLeinfelden-Echterdingen, DE
RoleGenerative AI Creative
Open toFull-time · Freelance · Remote
LanguagesEnglish · German (B1)
Currently
- →Building brand worlds end to end with AI
- →Cutting cinematic ads and brand films
- →Open to generative AI creative and video work
02 · Studio
Brand & Creative
Full brand worlds built end to end with AI: naming, identity, product, campaign and film. Open one to step inside.
03 · Selected Work
Check Out My Work
All on GitHubI also build the systems behind the work, production-grade agents, RAG, and automation.
AI Agents & RAG
- ShippedDetect the defect. Diagnose the cause. Make the call.
A single-station industrial QC agent that pairs a PatchCore vision detector (0.999 image AUROC on MVTec AD, CPU-only) with a LangGraph plan → act → observe loop. It reads machine, batch, and operator history from a SQLite MES to judge whether a fault is random or systematic, decides pass/rework/reject as a deterministic, auditable function, and escalates low-confidence cases to a human. A drift monitor (OOD gate + PSI) guards the pass path against camera and lighting shift. The LLM only writes the narrative; 88 tests cover the rest.
PatchCore (anomalib) | LangGraph | Claude | FastAPI | SQLite MES | Docker | Streamlit - ShippedFour agents. Zero humans in the loop.
LangGraph pipeline of Monitor → Diagnostics → Recommendation → Workflow agents that watches industrial pumps, RAGs maintenance manuals via Claude, and files tickets. Deployed on Azure with three MCP servers.
LangGraph | Claude API | MCP Servers | Azure App Service | PostgreSQL | Langfuse - ShippedFrom inbox to drafted reply in under 10 seconds.
Classifies sentiment and urgency, routes complaints across 7 departments, and generates context-aware bilingual replies. Live Gmail IMAP fetch, SQLite history, and auto-escalation for critical cases.
Claude API | Streamlit | SQLAlchemy | Gmail IMAP | Python - ShippedChat your way through 11 Common Paper contracts.
Conversational drafting tool where Claude asks the next required question, normalizes free-text answers into structured state via Anthropic tool use, and produces branded PDFs with a legal-review disclaimer. Real bcrypt auth, constant-time verify to defeat enumeration, per-user 'My documents' library, and 142 tests across backend and frontend.
FastAPI | Next.js 16 | React 19 | Claude Opus 4.7 (LiteLLM) | Anthropic Tool Use | Tailwind v4 | @react-pdf/renderer - ShippedHybrid agentic RAG, bilingual EN/DE.
LangGraph state machine (plan → search → reflect → answer) over a hybrid vector + BM25 index for German automotive and machinery companies. Five search tools the agent can pick from based on query type.
LangGraph | ChromaDB | Claude | Hybrid Search (BM25 + Vector) | Streamlit - ShippedCRAG self-correction. Hybrid retrieval. Measured.
Production-grade RAG with hybrid dense (BGE) and sparse (BM25) retrieval, RRF, and cross-encoder reranking. It adds an agentic CRAG loop that grades retrieval and decomposes weak queries, three-layer security (prompt-injection guard, content filter, PII redaction), and a reproducible eval harness. The numbers it lands: Hit Rate@5 of 0.96 and Faithfulness of 0.944.
FastAPI | Qdrant | Redis | BGE + BM25 | Cross-encoder Rerank | Claude Sonnet 4.6 + Haiku 4.5 | React
Trading Systems
- ShippedLive markets. Streamed insight. Natural-language trades.
Multi-user trading workstation with real-time Finnhub WebSocket data, simulated $10k portfolios, and a token-streaming Claude assistant that analyzes positions and executes trades from chat.
FastAPI | Next.js | Claude (Anthropic) | Finnhub WebSocket | SQLite | Docker - ShippedEight agents for one trading day.
Pre-market briefing, setup scanner, risk monitor, a plain-English strategy builder with backtests across 54 instruments, security guardrails, a trade journal, and coaching. All of it is orchestrated through Claude, Yahoo Finance, and email.
Python | Claude Sonnet 4 | FastAPI | React | Yahoo Finance
04 · Career Journey
From CAD Drawings To Agent Graphs
It's not a linear story, and that's kind of the point. Each chapter taught me something different: precision, making decisions under uncertainty, and the discipline to actually ship.
- 2025 to Present· Germany
AI Agent Developer
Self-directed · Building & ShippingI moved into AI in 2025, teaching myself and building on top of a mechanical-engineering foundation. These days I ship production systems: multi-agent finance workstations, agentic RAG, predictive maintenance, and conversational drafting tools. Open to full-time and freelance work.
LangChainLangGraphOpenAI SDKCrewAIRAGPineconeChromaDBFastAPIPythonDocker - Jun 2022 to Sep 2025· India
Equity, Derivative & Commodities Trader
FreelanceThree years in live markets across equities, derivatives, and commodities. I built strategies, hedged risk in real time, and learned to make decisions when the signal is bad and the cost is real. Honestly, it was the best preparation I could have had for shipping AI agents in production.
Risk ManagementStrategyMacro Analysis - Mar 2021 to Feb 2022· Visakhapatnam, IN
Mechanical Design Engineer
Balaji Transporters & HandlersDesigned mechanical components and full systems in CAD. Owned design reviews, optimized for manufacturability and cost, produced 3D models, drawings and assembly instructions for production.
CADDFMCross-functional - 2019 to 2021· Latvia
M.Sc. Mechanical Engineering
Riga Technical UniversityMaster's in Mechanical Engineering, and the rigor it drilled into me still shows up in every system I design today.
Master's - Jun to Jul 2016
Internship · Light & Medium Merchant Mill
Visakhapatnam Steel PlantHands-on time on the plant floor. Where the engineering instinct first clicked.
- 2014 to 2018
B.Tech. Mechanical Engineering
Karunya Institute of Technology and SciencesWhere it all started.
Bachelor's
05 · Stack
My Stack
Agent Frameworks
.01- LangChaintool calling, chains
- LangGraphstateful multi-agent
- Claude Codeagentic dev loop
- MCPmodel context protocol
Retrieval & RAG
.02- ChromaDBvector store
- Qdrantproduction vector DB
- Hybrid SearchBM25 + dense + RRF
- Rerankingcross-encoders
Backend & Infra
.03- Pythonprimary
- FastAPIasync APIs
- Dockercontainerization
Foundations
.04- Mech. EngineeringM.Sc., RTU
- Marketsrisk under uncertainty
- Classical ML / NLPfundamentals
CertificationsVista Equity: AI in ActionDatacom: Co-pilot to Autonomous AgentBCG: GenAI Job SimulationAI Engineer Agentic Track · MCPDataScience: ML / DL / NLP Bootcamp
06 · Resume
The Whole Story On One Page
Full timeline, roles, technical skills, education, and certifications. Updated and ready to share.
This is my general resume. Get in touch for a version tailored to your role.
PDF
Paul Stanley Ganganapalli
resume.pdf
Inside
- →Full project breakdowns
- →Skills, frameworks, and tools
- →Education and certifications
- →Languages (English C1 · German B1)
07 · Contact
Let's BuildSomething
Paulstanleyganganapalli@gmail.comI'm available for generative AI creative and AI video roles, full-time or freelance, remote or on-site. The fastest way to reach me is email.
EmailPaulstanleyganganapalli@gmail.com
Phone+49 162 7220780
LocationLeinfelden-Echterdingen, DE
StatusOpen to opportunities
PS
Paul's AI twinonline
Ask anything about his career, stack, or projects
Hey, I'm Paul's digital twin. He's a generative AI creative who builds brand worlds and cinematic ads end to end with AI, and he's open to full-time and freelance creative work right now. Ask me anything.
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