AI Engineer · Computer Vision · Generative AI
I'm Ata Ul Haq—also known online as Ata Satti—an AI engineer who turns ambitious ideas into reliable products, connecting models, APIs, and thoughtful interfaces into systems people can actually use.
Selected work · 2024–26
Multimodal moderation, creative tooling, medical vision, and 3D generation—built beyond the prototype.
Flagship product · Active
A multi-model creative studio for generating, refining, remixing, layering, and animating AI imagery without switching tools.
Next.js · React · FastAPI · Python
Multimodal AI · Production-grade
An automated content-moderation system that routes text, image, audio, and video through dedicated analysis pipelines and returns structured, auditable decisions.
OpenAI · FastAPI · OpenCV · TensorFlow · SQLite
Generative 3D · Model orchestration
A sketch-to-asset pipeline that turns a rough drawing into a photoreal image, then into an interactive, exportable 3D model.
Gemini · Hunyuan3D-2 · PyTorch · Three.js
Medical AI · Final year project
An end-to-end oral diagnosis and implant-planning platform with separate RGB and X-ray pipelines, clinical workflows, reports, and billing.
YOLOv11 · EfficientNet-B4 · U-Net · React · FastAPI
Also shipped
Full-stack delivery and focused vision systems.
05Full-stack SaaS
A live agency platform with a marketing site, role-based client portal, admin operations, analytics, project tracking, and invoicing.
Next.js · MongoDB · NextAuth · Recharts · Vercel
06Full-stack music platform · Live
A production platform for a Manchester independent record label, unifying artists, releases, streaming, submissions, accounts, analytics, and a full content-management backend.
Next.js 15 · TypeScript · Prisma · MongoDB · NextAuth · AWS S3
Earlier work · Selected
Four early projects that shaped the range behind today's end-to-end AI systems—from vision and analytics to security and full-stack delivery.
07Computer vision
MRI brain-tumor detection delivered through a production-ready inference service and a clear clinician-facing analysis interface.
YOLOv8 · PyTorch · FastAPI
View project
08Computer vision
A CNN classifier for Early Blight, Late Blight, and healthy potato leaves, delivered through an image-upload web interface.
Keras · FastAPI · OpenCV · NumPy
View project
09Business intelligence
Exploratory analysis, KPI dashboards, and custom visualizations for turning raw business data into clear decisions.
Power BI · Python · Matplotlib · Seaborn
View project
10Full-stack application
A travel-management system with user and admin authentication, package CRUD, reviews, and feedback workflows.
FastAPI · MongoDB Atlas · Jinja2
View projectCapabilities
The strongest AI work is not just a model. It is the orchestration, product judgment, and engineering around it.
Detection, classification, segmentation, OCR, frame sampling, and production inference across medical and moderation use cases.
Multi-provider image workflows, LLM applications, RAG, prompt systems, video, and 3D-generation orchestration.
The application layer around the model: resilient APIs, polished interfaces, authentication, databases, billing, and deployment.
How I work
Start with the user decision, then define modalities, constraints, evaluation signals, and the right model mix.
Build observable pipelines with resilient APIs, sensible timeouts, guardrails, and swappable providers.
Turn the pipeline into a fast, clear interface and take it through deployment—not just a notebook demo.
About Ata Ul Haq
Ata Satti online · AI Engineer / Product builderMy work spans computer vision, generative AI, and LLM applications. I build across the stack—from preprocessing and inference to backend architecture and polished frontends.
I am especially drawn to multimodal systems: products where different models, data types, and user workflows have to behave like one coherent experience.
Education
Bachelor's degree
Higher secondary
Secondary school
