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I'm Emad Olfatbakhsh, an AI/ML Engineer with 4+ years of experience designing, building, and deploying machine learning and generative AI solutions in enterprise environments. I specialize in LLM applications, RAG architectures, agentic workflows, vector databases, data preprocessing, embeddings, similarity search, reranking, and cloud deployment. I collaborate with business partners and cross-functional engineering teams to translate use cases into PoCs, MVPs, and production-ready AI applications.…I'm Emad Olfatbakhsh, an AI/ML Engineer with 4+ years of experience designing, building, and deploying machine learning and generative AI solutions in enterprise environments. I specialize in LLM applications, RAG architectures, agentic workflows, vector databases, data preprocessing, embeddings, similarity search, reranking, and cloud deployment. I collaborate with business partners and cross-functional engineering teams to translate use cases into PoCs, MVPs, and production-ready AI applications.

Emad Olfatbakhsh

AI Engineer, Data Scientist, Full Stack Developer, +4

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I'm Emad Olfatbakhsh, an AI/ML Engineer with 4+ years of experience designing, building, and deploying machine learning and generative AI solutions in enterprise environments. I specialize in LLM applications, RAG architectures, agentic workflows, vector databases, data preprocessing, embeddings, similarity search, reranking, and cloud deployment. I collaborate with business partners and cross-functional engineering teams to translate use cases into PoCs, MVPs, and production-ready AI applications.…I'm Emad Olfatbakhsh, an AI/ML Engineer with 4+ years of experience designing, building, and deploying machine learning and generative AI solutions in enterprise environments. I specialize in LLM applications, RAG architectures, agentic workflows, vector databases, data preprocessing, embeddings, similarity search, reranking, and cloud deployment. I collaborate with business partners and cross-functional engineering teams to translate use cases into PoCs, MVPs, and production-ready AI applications.

Available to hire

I’m Emad Olfatbakhsh, an AI/ML Engineer with 4+ years of experience designing, building, and deploying machine learning and generative AI solutions in enterprise environments. I specialize in LLM applications, RAG architectures, agentic workflows, vector databases, data preprocessing, embeddings, similarity search, reranking, and cloud deployment.

I collaborate with business partners and cross-functional engineering teams to translate use cases into PoCs, MVPs, and production-ready AI applications.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

Persian

Fluent

English

Fluent

German

Fluent

Work Experience

ML/AI Engineer at Mercedes-Benz Tech Innovation

October 1, 2023 - Present

Design and build enterprise generative AI and LLM solutions, including RAG-based applications, agentic workflows, chatbot systems, text generation, and summarization. Develop end-to-end RAG infrastructure with data preprocessing, chunking, embeddings, vector indexing, similarity search, reranking, and retrieval evaluation. Implement scalable AI solutions using FAISS, Azure AI Search, Microsoft Azure, Azure Functions, and Azure Databricks. Apply prompt engineering techniques—few-shot learning, in-context learning, structured prompting, and prompt optimization—to improve quality and reliability. Collaborate with business partners and cross-functional teams to translate use cases into PoCs, MVPs, and production-ready AI applications.

Data Scientist at Mercedes-Benz Tech Innovation

April 1, 2023 - September 1, 2023

Developed machine learning models for database monitoring and observability, including building and evaluating anomaly detection models to improve monitoring effectiveness and product fit. Participated in product development discussions to align data science work with requirements and user needs.

Data Science Intern at Mercedes-Benz Tech Innovation

September 1, 2022 - February 1, 2023

Created ML workflows for in-house monitoring solutions, supporting data preprocessing, feature engineering, anomaly detection, and validation of model performance for database monitoring.

Python Backend Developer at University of Kassel - Project HISS

March 1, 2021 - June 30, 2022

Python backend development for NLP and ML components; maintained a Microsoft Azure deployment pipeline to support project continuity, reproducibility, and operational efficiency; used agile practices with Trello and Miro.

Python Backend Developer at University of Kassel - Project HISS (Hybrid Intelligence Service Support)

March 1, 2021 - June 30, 2022

Worked as a Python backend developer for NLP and machine learning components in a hybrid intelligence research project. Maintained a Microsoft Azure deployment pipeline to support project continuity, reproducibility, and operational efficiency. Used agile practices and collaboration tools including Trello and Miro for sprint planning, coordination, and execution.

Python Backend Developer at University of Kassel - Project HISS, Hybrid Intelligence Service Support

March 1, 2021 - June 30, 2022

Python backend developer for NLP and machine learning components in a hybrid intelligence research project. Maintained a Microsoft Azure deployment pipeline to support project continuity, reproducibility, and operational efficiency. Used agile practices and collaboration tools including Trello and Miro for sprint planning, coordination, and execution.

Student Assistant - Project HISS, Hybrid Intelligence Service Support at University of Kassel

March 1, 2021 - June 1, 2022

Worked as a Python backend developer for NLP and ML components in a hybrid intelligence research project. Maintained a Microsoft Azure deployment pipeline to support project continuity, reproducibility, and operational efficiency. Used agile practices and collaboration tools for sprint planning and execution.

Information Systems - Student Assistant at University of Kassel

September 1, 2020 - August 31, 2021

Conducted research and literature reviews on Industry 4.0, artificial intelligence, digital twins, and enterprise technology topics.

Intelligent Technical Systems / AI Data Tooling - Student Assistant at University of Kassel

September 1, 2020 - May 31, 2022

Developed machine learning models for identifying and detecting corner-case objects in AI and data tooling research projects. Supported data preparation, labeling, experimentation, Git-based workflows, and literature review for computer vision and ML tasks.

Student Assistant - Information Systems at University of Kassel

September 1, 2020 - August 1, 2021

Conducted research and literature reviews on Industry 4.0, artificial intelligence, digital twins, and enterprise technology topics.

Student Assistant - Intelligent Technical Systems / AI Data Tooling at University of Kassel

September 1, 2020 - May 1, 2022

Developed machine learning models for identifying and detecting corner-case objects in AI data tooling research. Supported data preparation, labeling, experimentation, Git-based workflows, and literature review for computer vision and ML tasks.

Project Management Intern at Volkswagen AG

March 1, 2020 - August 1, 2020

Monitored technical and deadline objectives to support project delivery, reporting, and stakeholder visibility. Created presentations, reports, and platform overviews to document project progress and improve understanding.

Education

Master of Science (M.Sc.), Mechanical Engineering at University of Kassel

October 1, 2019 - September 1, 2023

Bachelor of Science, Mechanical Engineering at Azad University (IAU)

January 1, 2014 - January 1, 2018

Master of Science in Mechanical Engineering at University of Kassel

October 1, 2019 - September 1, 2023

Bachelor's Degree in Mechanical Engineering at Azad University (IAU)

January 1, 2014 - January 1, 2018

Master of Science (M.Sc.), Mechanical Engineering at University of Kassel

October 1, 2019 - September 30, 2023

Bachelor's Degree, Mechanical Engineering at Azad University (IAU)

January 1, 2014 - January 1, 2018

Master of Science (M.Sc.), Mechanical Engineering at University of Kassel

October 1, 2019 - September 1, 2023

Bachelor's Degree, Mechanical Engineering at Azad University (IAU)

January 1, 2014 - January 1, 2018

Master of Science (M.Sc.), Mechanical Engineering at University of Kassel

October 1, 2019 - September 30, 2023

Bachelor's Degree, Mechanical Engineering at Azad University (IAU)

January 1, 2014 - December 31, 2018