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FinGenius — AI Personal Finance Advisor
Upload your real bank statement → get an instant dashboard and chat with an AI advisor grounded in your actual spending.
FinGenius turns a raw bank statement into an instant financial dashboard and a conversational AI advisor that answers from your real numbers — "where's my money going?", "what's my biggest expense?", "where can I cut back?"
It started in 2024 as a Gemini-powered Colab notebook exploring five Gen AI capabilities. I rebuilt it into a deployable full-stack app: real bank-statement parsing (CSV/Excel, debit/credit splits, day-first dates, UPI merchant extraction, INR-aware), a live dashboard (KPIs, cash-flow, savings rate, 50/30/20 budget, investment calculator), and an always-on AI chat rail.
Under the hood, a LangGraph ReAct agent orchestrates all five Gen AI capabilities as tools — structured output (Pydantic), RAG over a financial knowledge base (Chroma), embeddings + semantic search over your transactions, and five financial calculators.
Built for public demo: per-user session isolation (256-bit HttpOnly cookies), PII redaction before anything reaches the LLM, in-memory-only statements with auto-expiry, plus rate limiting and a daily spend cap.
Python · FastAPI · LangChain · LangGraph · OpenAI GPT-4o-mini · ChromaDB · RAG · Embeddings · pandas
Links to attach
GitHub: https://github.com/anujdevsingh/financial_genius_agent
Portfolio: https://www.codewithanuj.com/
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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Title:
I built a design system generator inside Figma Make. Here's the workflow.
The problem I kept running into: every new client project meant re-explaining the brand to every AI tool from scratch. Figma Make didn't know the colors. Cursor didn't know the tokens. Claude didn't know the rules. I was the shared memory — and I kept losing things.
So I built Design System Gen. Entirely inside Figma Make. Powered by Claude API.
The workflow:
Upload brand references → Claude API analyzes them across 8 dimensions (palette, mood, typography, composition, lighting, texture, motion, UI DNA) → structured data, not vibes → generates 11 files, each formatted for a specific tool in your stack.
figma-make.md → paste once, Figma Make knows your entire design system
design-system.css → all tokens as CSS custom properties
tokens.json → W3C format, imports directly into Figma Variables
starter.tsx → React starter with tokens already bound
.cursorrules → Cursor knows your system from root
Claude.md → Claude reads it automatically every session
+ 5 more for docs, LLMs, prompts, components
Every tool gets its own context file. All consistent with each other.
The part I'm most proud of: I'm a designer. I don't write code. The entire tool — UI, API integration, file generation logic — was built and shipped inside Figma Make. No external hosting. No separate codebase.
Live at: vibecodingdsgen.figma.site
Add your Claude API key and try it with your own moodboard.
#FigmaMake #DesignSystem #VibeCoding #AI #Claude #UXUI #DesignSystems #ConfigMakeathon
As someone who constantly jumps between Figma, Claude, ChatGPT, Cursor, Lovable, and other AI tools, this problem feels very familiar 😅
The tools are getting smarter, but keeping context consistent is still surprisingly manual. Love seeing people tackle that gap.
Finance products have a trust problem.
Visitors ask: “Can I trust them with my money?”
If your site doesn’t answer that in 5 seconds — they leave.
My Fizens template is built to fix that from day one.
Preview it live and you will get what I meant 👉 Fizens - Finance Template
Key Features:
✨ Modern, premium-quality design
✨ Smooth, distraction-free animations
✨ 21 pages including Home, About, Services, Works, Contact & more
✨ Fully responsive across all devices
✨ Easy customization in Framer with docs included
Very inspiring! Keep up the great work.
Crypto needed a guardian. So we built one.
Here's a sneak peek at the social media system we built for it. Three moods, one color, one identity.
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