Muhammad Ahmer

RAG-based AI Chatbot: Developed context-aware chatbot using LangChain with ChatGPT and Grok APIs. House Price & Student Score Prediction: Trained regression models for prediction systems. Document Retrieval System: Implemented semantic search and RAG-based response generation.

Associate AI/ML Engineer - InvoZone

(2024-12 - 2025-12)

• RAG-based AI Chatbot: Developed context-aware chatbot using LangChain with ChatGPT and Grok APIs.
• House Price & Student Score Prediction: Trained regression models for prediction systems.
• Document Retrieval System: Implemented semantic search and RAG-based response generation.
• Flipkart Sales Prediction: Forecasted sales trends using AI/ML techniques.
• Event Management System: Built event booking API with JWT authentication and Swagger documentation.
• Blog & Task Management APIs: Developed secure CRUD-based RESTful APIs.

Data Annotation Specialist

6 Months

• Prepared high-quality datasets for computer vision and ML projects.
• Performed bounding box and segmentation annotations.
• Collaborated with ML teams to ensure dataset consistency and quality.

Bachelor of Science in Computer Science - Computer Science - Virtual University of Pakistan (2020 - 2024)

Intermediate in Computer Science (ICS) - Computer Science - Punjab Group of Colleges (PGC) (2017 - 2020)