Muntaha Shams - AI Engineer (Freelance)

Q: Where is Muntaha based?

Muntaha is based in Erlangen, Germany .

Q: What languages does Muntaha speak?

Muntaha speaks the following languages: English (Advanced), Urdu (Advanced), German (Elementary) .

Q: How many years of experience does Muntaha have?

Muntaha has at least 3 years of experience. During this time, Muntaha has worked in at least 3 different roles and for 3 different companies . The average length of individual experience is 1 year and 11 months . Note that Muntaha may not have shared all experience and actually has more experience.

Q: What is Muntaha's latest experience?

Muntaha's most recent position is AI Engineer (Freelance) at Upwork .

Q: What companies has Muntaha worked for in recent years?

In recent years, Muntaha has worked for Upwork , Youpal Group , and Inaequo Solutions .

Q: Which industries is Muntaha most experienced in?

Muntaha is most experienced in industries like Information Technology and Professional Services .

Q: Which business areas is Muntaha most experienced in?

Muntaha is most experienced in business areas like Information Technology , Project Management , and Research and Development . Muntaha also has some experience in Product Development .

Q: What is Muntaha's education?

Muntaha holds a Master in Autonomy Technologies from Friedrich Alexander University (FAU) Erlangen-Nuremberg and a Bachelor in Electronic Engineering from NED University of Engineering and Technology .

Q: Does Muntaha have any certificates?

Muntaha has 6 certificates . Among them, these include: Computer Vision Nanodegree , Feature Engineering , and Google Cloud Big Data And Ml Fundamentals .

Recommended expert

Erlangen, Germany

Experience

Oct 2023 - Apr 2024

7 months

AI Engineer (Freelance)

Upwork

Delivered 40+ AI projects and 23 strategic consultations for international clients (US, Europe, Middle East), achieving a 98% job success rate and building long-term partnerships.
Developed and deployed production-grade AI solutions in computer vision, NLP, deep learning, and generative AI (LLMs, RAG pipelines, Stable Diffusion, OCR, chatbots), enabling automation and improving client efficiency by up to 70%.
Designed and fine-tuned large language models (LLMs), including prompt engineering and integration with enterprise knowledge bases, leading to smarter decision-making and reduced manual effort.
Built real-time computer vision applications (detection, segmentation, OCR) and integrated them into business systems, significantly enhancing accuracy and scalability.
Consulted startups and enterprises on AI strategy, architecture, and deployment (cloud & on-premise), accelerating product development and reducing time-to-market.
Managed complete AI project lifecycles (requirements gathering, solution design, deployment, support) in agile, international, and cross-functional environments, ensuring high-quality delivery.

Oct 2023 - Apr 2024

7 months

Sweden

Data Scientist

Youpal Group

Developed AI-driven solutions to automate CV-to-job description matching, improving recruitment efficiency and candidate-job alignment.
Built LLM-based text generation systems using LangChain and fine-tuning techniques, deployed on AWS/GCP cloud platforms for scalable performance.
Designed and optimized intelligent chatbots to streamline candidate screening and enhance automation efficiency.
Collaborated with frontend, backend, and DevOps teams to transform business requirements into scalable, production-ready AI solutions.
Integrated AI components with existing enterprise systems, ensuring seamless performance in cross-functional environments.
Owned end-to-end AI system development, including model design, API integration, deployment, and maintenance.

Jul 2021 - Oct 2023

2 years 4 months

Pakistan

AI Engineer

Inaequo Solutions

Promoted from trainee to associate to AI engineer within two years, recognized for consistent performance and technical expertise.
Collaborated with international clients to gather requirements, define project timelines, and set milestones, ensuring smooth and on-time delivery.
Acted as a key liaison between clients and the development team, improving communication and alignment on project objectives across borders (EU, US).
Led the design, development, and deployment of machine learning, deep learning, and NLP models, delivering solutions for predictive analytics, document processing, and automation.
Mentored and trained junior AI engineers, improving team delivery capacity by 30% through guidance on best practices and troubleshooting.
Researched and adopted emerging AI technologies, integrating new tools and methods to drive innovation and maintain a competitive edge in client solutions.

Industry Experience

See where this freelancer has spent most of their professional time.

Experienced in Information Technology and Professional Services.

Information Technology

Professional Services

Business Area Experience

See which departments and functions this freelancer has contributed to most.

Experienced in Information Technology, Project Management, Research and Development, and Product Development.

Information Technology

Project Management

Research and Development

Product Development

Summary

AI Engineer / Data Scientist with 3+ years of experience designing, developing, and deploying AI solutions in Computer Vision, NLP, and Generative AI. Proven track record in European and international projects, delivering production-grade systems for startups and enterprises. Skilled in LLMs, RAG pipelines, computer vision, and cloud-based deployment with strong focus on scalability and automation.

Currently pursuing a Master’s in Autonomy Technologies at Friedrich-Alexander-Universität and seeking full-time, part-time or internship opportunities to apply expertise in AI engineering and data-driven innovation.

Skills

Computer Vision: Object Detection, Ocr, Image Segmentation, Gans
Natural Language Processing: Ner, Tf-idf, Chatbots
Generative Ai: Stable Diffusion, Dall·e, Stylegan, Lora Fine-tuning, Comfyui
Large Language Models: Langchain, Prompt Engineering, Rag Pipelines, Llama, Mistral, Openai Fine-tuning
Machine Learning & Deep Learning: Cnns, Rnns, Transfer Learning, Svm, Random Forest, Recommendation Systems
Ai Deployment: Cloud Integration, Api Deployment, Streamlit Apps, Docker, Github
Programming Language: Python
Frameworks: Tensorflow, Keras, Pytorch
Libraries: Opencv, Pandas, Numpy, Scikit-learn, Matplotlib
Tools: Anaconda, Docker, Github
Cloud Services: Gcp (Vertex Ai, Automl), Aws (Ec2 Instance, Lambda)
Api Development: Flask, Fastapi
Databases: Postgresql, Mysql, Pinecone, Chromadb
Soft Skills: Communication, Teamwork, Analytical Thinking

Languages

English

Advanced

Urdu

Advanced

German

Elementary

Education

Apr 2024 - Jun 2026

Friedrich Alexander University (FAU) Erlangen-Nuremberg

Master's in Autonomy Technologies, Human-System Interfaces, Planning & Control · Autonomy Technologies · Erlangen, Germany

Oct 2017 - Nov 2021

NED University of Engineering and Technology

Bachelor's in Electronic Engineering · Electronic Engineering · Karachi, Pakistan

Certifications & licenses

Computer Vision Nanodegree

Udacity

Feature Engineering

Coursera

Google Cloud Big Data And Ml Fundamentals

Coursera

Python Core

SoloLearn

TensorFlow On Google Cloud

Coursera

TensorFlow Practice

Coursera

Statistics

Experience

Total positions 3

Experience in Information Technology 3 y

Avg length 1 y 1 m

Longest experience 2 y 3 m

Global Experience

Countries worked in 2 (Sweden, Pakistan)

Primary country Sweden

Expertise

Recent roles AI Engineer (Freelance), Data Scientist, AI Engineer

Main industries Information Technology, Professional Services

Main business areas Information Technology, Project Management, Research and Development

Qualifications

Highest degree Master

Certifications earned 6

Profile

Created

October 2025

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Muntaha based?

Muntaha is based in Erlangen, Germany.

What languages does Muntaha speak?

Muntaha speaks the following languages: English (Advanced), Urdu (Advanced), German (Elementary).

How many years of experience does Muntaha have?

Muntaha has at least 3 years of experience. During this time, Muntaha has worked in at least 3 different roles and for 3 different companies. The average length of individual experience is 1 year and 11 months. Note that Muntaha may not have shared all experience and actually has more experience.

What roles would Muntaha be best suited for?

Based on recent experience, Muntaha would be well-suited for roles such as: AI Engineer (Freelance), Data Scientist, AI Engineer.

What is Muntaha's latest experience?

Muntaha's most recent position is AI Engineer (Freelance) at Upwork.

What companies has Muntaha worked for in recent years?

In recent years, Muntaha has worked for Upwork, Youpal Group, and Inaequo Solutions.

Which industries is Muntaha most experienced in?

Muntaha is most experienced in industries like Information Technology and Professional Services.

Which business areas is Muntaha most experienced in?

Muntaha is most experienced in business areas like Information Technology, Project Management, and Research and Development. Muntaha also has some experience in Product Development.

What is Muntaha's education?

Muntaha holds a Master in Autonomy Technologies from Friedrich Alexander University (FAU) Erlangen-Nuremberg and a Bachelor in Electronic Engineering from NED University of Engineering and Technology.

Does Muntaha have any certificates?

Muntaha has 6 certificates. Among them, these include: Computer Vision Nanodegree, Feature Engineering, and Google Cloud Big Data And Ml Fundamentals.

What is the availability of Muntaha?

Muntaha is immediately available full-time for suitable projects.

What is the rate of Muntaha?

Muntaha's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.