SocialPilot.co is a social media management platform for businesses and agencies, offering bulk scheduling, task assignment, automated reports, AI-powered content creation, and asset management. It provides a 14-day free trial without requiring a credit card, with paid plans starting at $25 per month for professionals, small teams, and agencies. The platform combines publishing, analytics, and collaboration tools to streamline social media workflows.

The role I played:

As the AI Consultant at SocialPilot, I guided the engineers and data scientists in designing and deploying the AI systems powering the content assistant and asset management tools. Here’s how we made it happen:

AI Content Assistant Development

We trained a lightweight GPT-3 variant on social media datasets, incorporating:

• Few-shot learning to adapt to diverse brand voices
• Retrieval-Augmented Generation (RAG) to pull context from the content library
• Rule-based optimizations for platform-specific formatting

We deployed the model via FastAPI with ONNX runtime, ensuring low-latency (<200ms) responses, and validated improvements through rigorous A/B testing.

Smart Content Library System

Our team engineered a hybrid search solution with:

• CLIP-based embeddings for seamless image/text retrieval
• YOLOv7 object detection for automatic asset tagging
• FAISS vector search for intelligent content recommendations

We implemented active learning to continuously refine metadata accuracy based on user interactions.

Scalable & Secure Infrastructure

To support these features, we:

• Deployed GPU-accelerated Kubernetes pods for high-performance inference
• Built a federated learning pipeline to personalize models per agency without sharing raw data
• Applied differential privacy to protect user engagement analytics

Today, our AI systems handle millions of predictions daily while maintaining high accuracy and reliability.