Open to opportunities

Muhammad Ghous

@muhammadghous

Message

I'm an AI engineer building production-ready ML, NLP, OCR, RAG, and agentic AI applications.

Pakistan

Message

What I'm looking for

I'm seeking an AI Engineer role in Karachi or remotely where I can contribute to production ML, NLP, Generative AI, agentic AI, and RAG systems.

I've built AI systems at Wenawa, AA Solutions, and Digital Empowerment Network, including medical OCR and BERT-based semantic search, a WhatsApp food-ordering chatbot, and a Karachi air-quality and health prediction platform. My work spans FastAPI and Flask APIs, Streamlit dashboards, Docker deployment, real-time pipelines, and machine learning model evaluation.

I'm completing a BS in Artificial Intelligence and build end-to-end projects across LLM applications, RAG systems, computer vision, NLP, and predictive analytics. I'm seeking an onsite AI Engineer role in Karachi or a remote opportunity where I can contribute to production AI systems.

Experience

Work history, roles, and key accomplishments

Trainee AI Engineer

Wenawa

Oct 2025 - Dec 2025 (2 months)

Built an advanced OCR pipeline using PaddleOCR and deep learning models for high-accuracy text extraction from scanned documents and medical reports, achieving multi-model comparison with confidence scoring. Integrated BERT-based NLP pipelines for medical entity recognition and semantic search, and exposed functionality via FastAPI with endpoints for single/batch OCR processing and analytics.