Mohammad Talha Khan
I am a dedicated AI and software engineering professional with solid experience in developing and deploying machine learning models, specializing in NLP, computer vision, and large language model (LLM) applications.
About
I am a dedicated AI and software engineering professional with solid experience in developing and deploying machine learning models, specializing in NLP, computer vision, and large language model (LLM) applications. My passion lies in leveraging cutting-edge AI technologies to build practical solutions that optimize business processes and enhance user interactions.
With a hands-on approach and strong programming skills, I have successfully executed projects ranging from AI-powered chatbots to complex computer vision systems and generative AI tools. My background blends technical expertise with leadership experience in conducting workshops and mentoring, making me a well-rounded contributor in AI-driven environments.
- 3 years' experience
- Joined August 2025
Industry experience
- Software & Internet
- Computers & Electronics
- Professional Services
- Education
More experts in Riyadh, Saudi Arabia
Work experience
Built an LLM-powered agentic AI solution to answer product-related queries using information extracted from PDF manuals and internal product data. Utilized OpenAI GPT-4.1 for text extraction, intent classification using Chain-of-Thought prompting, and retrieval-augmented generation through a vector database. Explored cost-efficient models like DeepSeek R1 and Llama for self-hosted inference.
Developed computer vision models achieving 87%-90%+ precision on complex document layouts. Implemented three FasterRCNN models to detect rows, columns, and fields with accuracy up to 87%. Prepared training datasets with over 8000 labeled samples, using data labeling and augmentation. Improved model accuracy from 43% to 87% via rigorous training and tuning and refined model outputs through Python-based post-processing.
Contributed to the NLP-based chatbot framework Entellio within the AI Research and Development department, supporting advanced conversational AI development.
Education
Certifications and awards
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