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a passionate MLOps Engineer and Instructor with hands-on experience designing, automating, and deploying machine learning models in production environments. She specializes in building cloud-native ML workflows leveraging Docker, Kubernetes, and MLflow, ensuring scalability, automation, and performance.…

Syed Fiqa

Data Scientist, Web Developer, Full Stack Developer, +2

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a passionate MLOps Engineer and Instructor with hands-on experience designing, automating, and deploying machine learning models in production environments. She specializes in building cloud-native ML workflows leveraging Docker, Kubernetes, and MLflow, ensuring scalability, automation, and performance.…

Available to hire

a passionate MLOps Engineer and Instructor with hands-on experience designing, automating, and deploying machine learning models in production environments. She specializes in building cloud-native ML workflows leveraging Docker, Kubernetes, and MLflow, ensuring scalability, automation, and performance.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Fluent

Hindi

Fluent

Urdu

Fluent

Kashmiri

Fluent

Panjabi, Punjabi

Advanced

Work Experience

MLOps Engineer & Instructor at Falcon XR (Canada)

September 20, 2023 - Present

Designed and automated ML pipelines for computer vision and NLP projects; implemented CI/CD workflows for ML models using GitHub Actions and Docker; conducted training sessions on MLOps practices, mentoring 50+ students in deploying ML systems; assisted in building backend APIs using Python (FastAPI/Flask) and integrated ML models into web applications; developed scripts for preprocessing and analyzing large datasets, ensuring data quality for ML workflows; collaborated with cross-functional teams to debug and optimize model training, improving accuracy by 15%.

Software Development Intern at Winnovation

September 1, 2023 - October 22, 2025

Contributed to the development and testing of Python-based applications; acted as Scrum Master in multiple sprint cycles, improving team coordination and delivery timelines; drafted and maintained technical documentation for projects to support future development; assisted in frontend and backend web development, aligning user requirements with software design processes.