Taimoor Naeem

AI Agent Design & Deployment: Architected and deployed autonomous AI agents for end-to-end business automation, intelligent decision-making, and real-time customer interaction.

Utilized

OpenAI SDK, CrewAI, Claude, and custom Python-based solutions for the development of scalable agent-based systems in production environments. Multi-Agent Systems & Orchestration: Designed and implemented robust multi-agent architectures using LangChain and AutoGen, enabling agent orchestration for distributed problem-solving, research automation, and dynamic decision-making workflows. Focused on implementing agent communication protocols (ACP) and task distribution for optimizing performance.

Conversational AI & NLP Models: Developed sophisticated conversational AI systems by combining transformer-based models, including GPT-4, Claude, and Gemini, with Dialogflow, Rasa, and Gradio. Integrated intent recognition, entity extraction, and contextual state management to build highly responsive, scalable, and context-aware chatbots. Retrieval-Augmented Generation (RAG) Models: Integrated RAG-based models (Retrieval-Augmented Generation) for enhanced query resolution and information retrieval, employing techniques like knowledge distillation, semantic search, and document retrieval.

Utilized vector databases (e.g., Pinecone, FAISS) to store and index contextual data for faster retrieval.

AI/ML Engineer at Metadesk Global (2024-01 – Present)

AI Agent Design & Deployment: Architected and deployed autonomous AI agents for end-to-end business automation, intelligent decision-making, and real-time customer interaction.

Utilized

OpenAI SDK, CrewAI, Claude, and custom Python-based solutions for the development of scalable agent-based systems in production environments. Multi-Agent Systems & Orchestration: Designed and implemented robust multi-agent architectures using LangChain and AutoGen, enabling agent orchestration for distributed problem-solving, research automation, and dynamic decision-making workflows. Focused on implementing agent communication protocols (ACP) and task distribution for optimizing performance. Conversational AI & NLP Models: Developed sophisticated conversational AI systems by combining transformer-based models, including GPT-4, Claude, and Gemini, with Dialogflow, Rasa, and Gradio. Integrated intent recognition, entity extraction, and contextual state management to build highly responsive, scalable, and context-aware chatbots. Retrieval-Augmented Generation (RAG) Models: Integrated RAG-based models (Retrieval-Augmented Generation) for enhanced query resolution and information retrieval, employing techniques like knowledge distillation, semantic search, and document retrieval. Utilized vector databases (e.g., Pinecone, FAISS) to store and index contextual data for faster retrieval.

Assistant Professor, Electrical & Computer Engineering Department at Comsats, Lahore (2023-01 – Present)

• Teaching: Responsible for teaching undergraduate and graduate courses such as Electromagnetic theory, Antenna & Radio wave Propagation, Circuit Analysis, Electronics and Microwave Engineering preparing course materials and grading assignments.
• Research: Actively engaged in research and publish findings in academic journals Advanced Optical Materials, RSC Advances, Optical Materials Express, etc.
• Service: Serve on various committees such as Industrial Advisory Board (IAB), SelfAssessment Report (SAR) PEC-OBE, Course folders management, Industrial Liaison, Departmental and Academic Record Committee (DARC) and contribute to the department.
• Advising: Advise students on course selection, academic progress, and career goals.
• Professional Development: Attending conferences, workshops, and training sessions to maintain and expand my knowledge and skills.
• Administrative Duties: Responsible for administrative tasks such as developing and managing budgets, overseeing laboratory facilities and equipment, and managing research projects.
• Collaboration: Collaborate with other faculty members, institutions, and organizations on research projects, grant proposals, and other initiatives.

Lecturer, Electrical & Computer Engineering Department at Comsats, Lahore (2014-08 – 2023-01)

• Secretary of PEC OBE SAR committee- Prepared Self-assessment Report (SAR), ensure timely submission of SAR on Pakistan Engineering Council portal and prepared presentation.
• Taught Antenna Theory, Wave Propagation and Microwave Engineering, Digital Logic Design, Electric Circuit Analysis and Electromagnetic Theory to undergraduate students.
• Setup the new equipment in Antenna and Microwave lab and prepared the lab manual accordingly.
• Coordinated with the industry for the collaboration with university to get industry-oriented research projects.

Research Associate (Power) at Planning Commission (Energy Wing) (2011-09 – 2014-03)

• Updated the Power, Fuel Supply, Industrial, Residential and Commercial sectors of the Pakistan Integrated Energy Model (PIEM) model from base year 2007 to 2010, thus also gained hands-on operational experience of PIEM based on MARKAL/TIMES.
• Actively participated in arranging and conducting workshop on Pakistan Integrated Energy Model (PIEM) in January 2012.
• Identified and documented anomalies in the model data and rectified them.
• Assistance to Senior Officers of Energy Wing in different Energy related projects/proposals/tasks including Annual plans, Power & Renewable Energy policies, Hydro, Wind, Solar, Gas and Coal based Power Projects.
• Attended seminars in Institute of Policy Studies (IPS) regarding power sector issues of Pakistan.
• Organized various seminars and conferences as part of development of the model.

Management Trainee at Pakistan Telecommunication Authority (2010-06 – 2011-06)

• Research on interference issues caused by satellite communication system at international level.
• Studies on effect of deploying Unbundling Local Loop on the market share of incumbent operator.
• Long Distance International inbound/outbound traffic analysis.
• Post/Pre-Deregulation status of Telecom Sector.
• Analysis of different types of Licenses, their obligations and operational status.
• Studies of the standards Long Term Evolution, IMT Advance.

PhD in Electrical Engineering – Information Technology University (ITU) of Punjab (2017 – 2022)

M.S in Electrical Engineering – NUST Islamabad (2010 – 2013)

B.S in Electrical Engineering – Comsats, Lahore (2006 – 2010)