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Saihare User

@saihare

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I build production ML monitoring, MLOps platforms, and data-driven automation.

Pakistan

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What I'm looking for

I'm seeking a full-time role in AI/ML engineering, MLOps, or applied data science where I can build, deploy, monitor, and improve production ML systems.

I've built ML monitoring and observability tooling for SCHOTT's Operational Technology 4.0 manufacturing environment, tracking model performance, data drift, and system health. I also contributed features to its internal MLOps platform for automated deployment, versioning, and model operationalization.

I use Python and SQL to process and analyze high-volume production and sensor data, support ML testing and deployment, and evaluate emerging MLOps and data engineering tools. My projects include computer vision for sign-language recognition, scikit-learn model comparison tools, and an AI pre-meeting brief generator using the Claude API.

Alongside AI engineering, I run an independent e-commerce business where I automate pricing, inventory forecasting, supplier workflows, and fulfillment decisions with Python and SQL-based pipelines.

Experience

Work history, roles, and key accomplishments

Current

Founder & Operator — Independent E-Commerce Business

Current

Independent E-Commerce Business

Jan 2024 - Present (2 years 8 months)

Built Python scripts to automate competitor price tracking and dynamic pricing adjustments, cutting manual pricing work and improving margin consistency. Built SQL/spreadsheet-based data pipelines to analyze sales trends and forecast demand, informing inventory purchasing decisions and reducing stockouts and overstock.

Python SQL Data Analysis Demand Forecasting Automation Inventory Management Pricing Strategy Workflow Automation

Working Student — Data Science, Machine Learning & AI

Operational Technology (OT) 4.0 / MLOps & AI Team

Feb 2025 - Mar 2026 (1 year 1 month)

Built and maintained ML model monitoring and observability tooling, including performance metrics, data-drift detection, and health checks for AI applications in a live manufacturing environment. Contributed core features to SCHOTT's internal MLOps platform and supported end-to-end development, testing, and production deployment of ML models.

Python SQL MLOps Model Monitoring Data Drift Detection CI CD Data Visualization Time Series Analysis Model Testing Regression Testing

Student Assistant

University

Dec 2023 - Aug 2024 (8 months)

Sole developer of an automated grading platform for programming assignments, built in collaboration with a university professor. Designed the evaluation logic and automated feedback system, translating code-quality and best-practice checks into constructive feedback for students.

Python Grading Feedback Systems Problem Solving Software Development

Mathematics & Computer Science Tutor / Assistant Football Coach

Tutoring and Coaching

Taught math and CS with structured lesson plans; coached youth football, building communication and leadership skills.

Teaching Communication Skills Leadership Mathematics Computer Science

Education

Degrees, certifications, and relevant coursework

Deggendorf Institute of Technology

Bachelor of Science, Artificial Intelligence

2023 -

Activities and societies: Thesis: Predicting and Simulating the Interior Structure of Gas Giants; Tools: Python (NumPy, SciPy, Matplotlib), Theory of Figures (ToF), equation-of-state solvers; Data: NASA Juno mission, Galileo probe, EOS reference datasets.

Pursuing a B.Sc. in Artificial Intelligence, with a thesis on predicting the interior structure of gas giants using computational models and NASA's Juno mission data.