I am a passionate Machine Learning Engineer based in Berlin, Germany, with extensive experience in building and deploying end-to-end machine learning pipelines using cloud platforms like Google Cloud and AWS. I have a strong background in data engineering, AI research, and generative AI applications, enjoying the challenge of working with large datasets and cloud technologies to derive actionable insights. I am proficient in Python and various ML/DL frameworks and have hands-on experience with production model deployment and CI/CD systems. With a keen interest in generative AI technologies such as LangChain and OpenAI API, I actively innovate to create practical AI applications. Additionally, I am continuously learning new skills and languages and am excited to contribute to advancing AI within diverse industries.…

Shahmeer Sethi

I am a passionate Machine Learning Engineer based in Berlin, Germany, with extensive experience in building and deploying end-to-end machine learning pipelines using cloud platforms like Google Cloud and AWS. I have a strong background in data engineering, AI research, and generative AI applications, enjoying the challenge of working with large datasets and cloud technologies to derive actionable insights. I am proficient in Python and various ML/DL frameworks and have hands-on experience with production model deployment and CI/CD systems. With a keen interest in generative AI technologies such as LangChain and OpenAI API, I actively innovate to create practical AI applications. Additionally, I am continuously learning new skills and languages and am excited to contribute to advancing AI within diverse industries.…

Available to hire

I am a passionate Machine Learning Engineer based in Berlin, Germany, with extensive experience in building and deploying end-to-end machine learning pipelines using cloud platforms like Google Cloud and AWS. I have a strong background in data engineering, AI research, and generative AI applications, enjoying the challenge of working with large datasets and cloud technologies to derive actionable insights.

I am proficient in Python and various ML/DL frameworks and have hands-on experience with production model deployment and CI/CD systems. With a keen interest in generative AI technologies such as LangChain and OpenAI API, I actively innovate to create practical AI applications. Additionally, I am continuously learning new skills and languages and am excited to contribute to advancing AI within diverse industries.

See more

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert

Language

English
Fluent
German
Beginner

Work Experience

Machine Learning Engineer at Socialoctors
May 1, 2025 - August 4, 2025
Led development and deployment of end-to-end ML pipelines leveraging Google Cloud (Vertex AI, Cloud Storage) and GitHub Actions for CI/CD automation. Designed scalable XGBoost model workflows including hyperparameter tuning and model endpoint deployment. Deployed production models on AWS SageMaker with integrated S3 data inputs, Jupyter notebook workflows, and endpoint management. Developed modular, well-tested Python scripts using Pytest to ensure high code quality. Worked extensively on generative AI projects incorporating LangChain, Hugging Face, OpenAI API, Google Gemini, and vector databases such as FAISS. Delivered production-ready GenAI applications using RAG and prompt engineering technologies, deployed via Streamlit and Gradio frameworks.
Data Engineer at Afiniti
September 30, 2023 - August 4, 2025
Monitored production systems through Grafana, achieving over 95% Time to Detect metrics and reducing service downtime by 30%. Executed in-depth root cause analyses on large MySQL and PostgreSQL databases, reducing resolution time by 40%. Troubleshot Docker container issues to increase platform uptime by 25% and documented solutions via Jira and Confluence. Automated ETL pipelines using Python, decreasing manual workloads by 50% and enhancing data delivery efficiency. Collaborated with cross-functional teams to proactively identify risks, minimizing potential revenue losses.
R&D Engineer (ML & AI) at Pakistan Air Force
December 1, 2022 - August 4, 2025
Developed real-time object detection systems on Raspberry Pi using OpenCV, MobileNetSSD, and Flask for remote video monitoring. Created an RFID-based access control solution with a custom PyQt5 GUI, integrating user management and backend MySQL support. Delivered comprehensive full-stack AI prototypes that combined hardware IoT components with software functionalities targeting practical applications in defense and security domains.
Data Scientist at Global Cert
October 31, 2022 - August 4, 2025
Built NLP-driven resume classification system employing TF-IDF, lemmatization, k-NN, and Random Forest models achieving 75% accuracy. Developed neural networks for drug classification with 91% test accuracy and convolutional models for image denoising reaching 68% validation accuracy. Contributed to project documentation, model evaluation, and client presentations to ensure deliverable readiness and transparency.

Education

Bachelors of Science in Electrical Engineering at Ghulam Ishaq Khan Institute of Engineering Sciences & Technology
September 1, 2017 - July 1, 2021

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Government, Healthcare, Professional Services

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert