Desi-Scribe AI | AI-Powered Advertisement Generator
Desi-Scribe AI is a web-based application that automates advertisement creation by combining computer vision, large language models (LLMs), and generative image AI into a single workflow.
Key Features
AI Image Analysis: Analyzes uploaded product images using BLIP-based image captioning to identify visual details and generate product descriptions.
Intelligent Slogan Generation: Uses LLMs to create catchy, context-aware marketing slogans tailored to the product, business category, and advertising tone.
Multilingual Content: Generates promotional content in English and Hindi to reach diverse audiences.
AI Image Generation: Creates visually appealing advertisement backgrounds using generative image models.
Automated Poster Composition: Combines product visuals, generated slogans, and layout elements into a cohesive advertisement poster.
Customizable Inputs: Supports product descriptions, business categories, advertising styles, language preferences, and poster formats.
Logo Integration: Supports adding a business logo and selecting its placement within the poster.
Downloadable Outputs: Displays the generated advertisement and provides an option to download the final poster.
Input Validation & Error Handling: Handles unsupported or invalid image uploads and API failures through validation and error responses.
Tech Stack: Python, Flask/FastAPI, HTML, CSS, JavaScript, BLIP, Qwen2.5, Hugging Face Inference API, Google Gemini, and generative image models including FLUX and Stable Diffusion XL.
Impact: Reduces manual design effort and simplifies the creation of promotional content, making AI-assisted advertising more accessible to entrepreneurs, startups, and small businesses.
This is an AI UGC video - I created this human avatar + voice without hiring real models.
Hook: 0-1.5 sec smile close-up with watch (emotional hook for female audience) Avatar: Custom AI model - cute, warm, natural - not robotic Edit: DaVinci Resolve + CapCut - clip-by-clip color correction, logo placement, beat sync, no on-screen text
Why AI UGC? ✓ No model fee - saves $200/video for brand ✓ 48 batch delivery (5-10 videos/day) ✓ Perfect for testing product angles fast
This exact style got 1.1M organic views for my watch brand client.
I'm loving the depth of field in this shot, the focus pull from the model's face onto the wrist is a good move and there's some nice background walla/clinking that makes it feel grounded in the first two seconds that gets ducked against the vocals. Still some observations and...
We just made this for a client in a day. Shooting it would've meant weeks of planning and about 10x the budget.
The concept is the asset. It's a structure built to repeat: new characters, a new situation, and the same payoff every time.
I come from production and I still think real shoots are some of the most valuable work we do.
A founder telling their story, a documentary, an event that happened in a real place on a real day. As AI content fills the feed, that stuff is going to stand out more.
Everything else is changing fast. When producing a concept gets this cheap and fast, the hard part (and valuable part) is deciding what to make and why.
I've heard this from 3 different startups this year.
So I built one.
Metriva is an AI-powered business analyst that:
📊 Turns messy spreadsheets into executive dashboards
🧠 Writes C-level business briefs automatically
📈 Forecasts trends + detects anomalies
💬 Answers questions about your data in plain English
🎯 Finds your Pareto 80/20 — who drives 80% of your revenue?
No SQL. No Python. No data team.
Just upload your file and get answers.
Built with Flask, vanilla JS, and a lot of late nights.
The brief-writing piece is interesting — curious how you handle the validation step. AI-generated language tends to sound confident even when the underlying data is sparse or the trend is ambiguous. One pattern that helps: have the model output a confidence signal alongside the...