Mohammad Nadeem
@mohammadnadeem
Lead Data & Machine Learning Engineer driving scalable AI production.
What I'm looking for
I am a Lead Data and Machine Learning Engineer with a decade of experience designing and scaling end-to-end AI and data solutions across fintech, SaaS, and enterprise domains.
I build MLOps frameworks, cloud-native data pipelines, and production ML systems on AWS, Azure, and GCP, and I have delivered measurable results such as improving data velocity by 45% and model accuracy by 30%.
My work includes designing Retrieval-Augmented Generation platforms, multimodal AI copilots, and high-throughput ETL pipelines using tools like LangChain, Pinecone, Spark, MLflow, Kubeflow, and Airflow.
I emphasize reliability, fairness, and cost optimization in production — I have standardized model monitoring, led company-wide AI adoption, mentored engineers, and co-authored internal best-practice guidance on Responsible AI.
Experience
Work history, roles, and key accomplishments
Senior Data & Machine Learning Engineer
Alphabridge
Mar 2021 - Present (5 years 3 months)
Designed and deployed an enterprise RAG platform and multimodal AI copilots, improving retrieval accuracy 35% and automating 40% of customer support workflows while reducing latency 40% and deployment time 50%.
Data Engineer | ML Engineer
Deaconess
Aug 2019 - Feb 2021 (1 year 6 months)
Automated ETL and real-time analytics pipelines, reducing data prep time 60% and reporting latency from hours to minutes; integrated ML workflows into CI/CD to improve release cadence 45%.
AI Engineer | Data Scientist
Diffco
Aug 2016 - Jul 2019 (2 years 11 months)
Developed fraud detection models and high-volume pipelines handling 50M+ transactions/day, reducing financial losses by $2.4M annually and cutting false positives 33%.
Education
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Mohammad hasn't added their education
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