Nayabb Fatima

Nayabb Fatima

AI Specialist
United Arab Emirates
Urdu, English
Full-time Hybrid

About Me

AI Engineer (Applied AI & Machine Learning) with 5+ years of experience designing, developing, and deploying
scalable AI/ML systems for industrial optimization, enterprise automation, and computer vision applications.
…

Experience

AI specialist

DP World UAE Region FZE · Dubai, UAE
Jan 2024 - Present · 2 years 5 months

Led the design and deployment of an AI-driven vessel and yard planning system integrating time series forecasting with MILP optimization, reducing container planning time by 40% and improving space utilization by 25% in large-scale port operations. Developed end-to-end production ML pipelines and decision support systems using Python, PostgreSQL, and FastAPI, enabling real-time data processing and optimized resource allocation. Built a domain-specific RAG-based AI chatbot for operational knowledge management, improving decisionmaking accuracy by 35%. Collaborated with cross-functional engineering and operations teams to integrate AI solutions into existing enterprise systems, ensuring scalability, reliability, and performance.

Senior AI Engineer

iEKOMEDIA (Remote), Islamabad
Jan 2024 - Present · 2 years 6 months

Lead the design, development, and deployment of complex AI systems.
Oversee the entire AI lifecycle, from data collection, and preprocessing to model training, evaluation, and deployment.
Researching new AI techniques, mentoring junior team members, and collaborating with cross-functional teams to integrate AI capabilities into products.

Automation and Planning Specialist

DPWorld, JAFZA, Dubai, UAE
Jun 2013 - Present · 13 years 1 month

Automating Vessel and Yard Planning Strategies

Senior Artificial Intelligence Engineer

SOCO Engineers, Multan, Pakistan
Sep 2022 - Feb 2024 · 1 year 5 months

Managing the development and production infrastructure for AI.
Conducting statistical analysis to guide and optimize decision-making within the organization.

Senior Artificial Intelligence Engineer

SOCO Engineers, Multan, Pakistan
Sep 2022 - Feb 2024 · 1 year 5 months

Managing the development and production infrastructure for AI.
Conducting statistical analysis to guide and optimize decision-making within the organization.

Artificial Intelligence Engineer

Quantsys
Sep 2023 - Jan 2024 · 4 months

Automating infrastructure for the data science team.
Developing infrastructures for data transformation and ingestion.
Building AI models that make predictions based on large quantities of data.
Explaining the usefulness of AI models to a wide range of individuals within the organization, including collaborators and product managers.

LLM Engineer

Gasame
Aug 2023 - Nov 2023 · 3 months

Creating Domain Specific Large Language Model
Developing System Prompts and User Prompts

LLM Engineer

Gasame
Aug 2023 - Nov 2023 · 3 months

Creating Domain Specific Large Language Model

Lab Instructor

PIEAS, Islamabad
May 2022 - Jul 2023 · 1 year 2 months

Artificial Intelligence Engineer

Quantsys
May 2022 - Jul 2023 · 1 year 2 months

Automating infrastructure for the data science team.
Developing infrastructures for data transformation and ingestion.
Building AI models that make predictions based on large quantities of data.
Explaining the usefulness of AI models to a wide range of individuals within the organization, including collaborators and product managers.

Lecturer

NCBA&E Lahore, Layyah
Feb 2021 - Jul 2021 · 5 months

Instructed students using lectures, discussions, and demonstrations in Computer Architecture and Digital Image Processing.

Lecturer

NCBA&E Lahore, Layyah
Feb 2021 - Jul 2021 · 4 months

Instructed students using lectures, discussions, and demonstrations in Computer Architecture and Digital Image Processing.

Internee

KAPCO, Kot Addu
Feb 2016 - Jul 2018 · 2 years 4 months

Learning the process of generation and distribution of power.

Internee

KAPCO, Kot Addu
Jun 2011 - Aug 2011 · 2 months

Learning the process of generation and distribution of power.

Lab Instructor

PIEAS, Islamabad
Jun 2011 - Aug 2011 · 2 months

Automation and Planning Specialist

DPWorld, JAFZA, Dubai, UAE
Jun 2013 - Jun 2009 · 4 years

Automating Vessel and Yard Planning Strategies

Senior AI Engineer

iEKOMEDIA (Remote), Islamabad
Jan 2024

Lead the design, development, and deployment of complex AI systems.
Oversee the entire AI lifecycle, from data collection and preprocessing to model training, evaluation, and deployment.
Researching new AI techniques, mentoring junior team members, and collaborating with cross-functional teams to integrate AI capabilities into products.

PROJECTS

Email Agent System

DP World UAE Region FZE
Duration : 01-May-2025 - 30-Jun-2025

Production-grade multi-agent RAG system for automated email processing, intelligent data extraction, and response generation using LangChain and custom retrieval pipelines.

Certifications

MCP bootcamp: Build, Deploy & Secure Model Context Protocol

udemy · Dubai, UAE · 2025

Prompt Engineering for ChatGPT

Vanderbilt University · Dubai, UAE · 2024

Skills

Computer Programming Computer Science Information Technology MATLAB Python Artificial Intelligence Computer Vision Artificial Intelligence (AI) Algorithm Design Anaconda Digital Logic data transformation deep learning Electrical and Computer Engineering machine learning Programming Environment Reinforcement Learning Transfer Learning decision-maker decision-making dedicated humility problem solver Strategies Ambitious Good team player LLM
Report this Profile?