Ashar Baig
@aimlengineer
Senior AI/ML engineer translating research into production-grade systems.
What I'm looking for
I am a Senior AI/ML Engineer with 8+ years building production-grade machine learning systems, specializing in deep learning, NLP, reinforcement learning, and MLOps. I consistently take end-to-end ownership from research and prototyping through deployment, monitoring, and iterative optimization to deliver measurable business and operational outcomes.
I have designed scalable ML pipelines and infrastructure using Python, PyTorch, TensorFlow, Docker, Kubernetes, MLflow, and cloud platforms (AWS, Azure, GCP), and have applied data fusion, model evaluation, explainability, and bias analysis to real-world multimodal applications. I collaborate cross-functionally to prioritize mission-aligned capabilities and ensure reliable, maintainable AI solutions in edge, hybrid, and cloud environments.
Experience
Work history, roles, and key accomplishments
Senior AI/ML Engineer
Gecko Robotics
Feb 2022 - Present (3 years 10 months)
Led end-to-end development and production deployment of ML features, building scalable workflows and containerized inference pipelines that improved real-time decision-making and operational model performance.
Data Scientist
Kensho Technologies
Aug 2019 - Jan 2022 (2 years 5 months)
Conducted applied R&D on multimodal entity/event/topic extraction and built transformer-based models and reproducible pipelines to transition research models into production-ready analytics.
Machine Learning Engineer
Descartes Labs
Jun 2017 - Jul 2019 (2 years 1 month)
Designed and productionized large-scale ML pipelines and MLOps infrastructure (MLflow, Airflow, Kubernetes) to enable reliable training, deployment, and automated monitoring across cloud environments.
Education
Degrees, certifications, and relevant coursework
Ashar hasn't added their education
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