Available to hire
I am an AI/ML engineer with 3+ years of experience building production chatbots and NLP/ML pipelines, integrating LLMs, prompt strategies, and cloud deployment with monitoring and KPI-driven impact.
I collaborate cross-functionally with product, sales, and customer success to translate business questions into measurable ML KPIs and actionable outputs. I enjoy delivering robust end-to-end solutions on Azure, AWS, and GCP with an emphasis on reliability, monitoring, and scalable deployment.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Language
English
Fluent
French
Advanced
Work Experience
Data Scientist Intern at Artifeel
May 1, 2025 - November 1, 2025Developed and deployed RUL models for IoT devices; built real-time pipelines for 10K+ IoT devices to compute cumulative features and store data in PostgreSQL; built end-to-end MLOps pipelines (training, batch scoring, API serving) in Python with Git-based CI/CD; created a Linux-based Azure Function App pipeline with environment variables and monitoring/logs via Application Insights; implemented GitHub Actions CI/CD to deploy code changes from GitHub to Azure WebApp services; containerized ML services with Docker and exposed to Kubernetes/AKS-style orchestration; built monitoring dashboards and KPIs (latency, error rates, data freshness and drift) portable to Grafana.
ML / Data Engineer at Lune®
November 1, 2020 - October 1, 2023Built an MLflow-based training/eval platform with CI/CD, reducing experiment cycles by 50% and Docker inference latency by 40%; benchmarked GCP Vertex AI and other managed ML services; developed an internal ML platform with experiment tracking and artifact management similar to registry concepts; integrated open-source models (e.g., Whisper, LLaMA) into production endpoints using MLOps best practices and CI/CD-driven releases; deployed model services on cloud PaaS with Kubernetes/GPU support for training and AI inference.
Power BI / Data Analyst Intern at (PTCL)
February 1, 2020 - August 1, 2020Built Power BI dashboards with advanced DAX for ARPU, churn and downtime; designed ETL pipelines (Power Query, SQL Server) for 250K+ records with 97% data accuracy and automated refresh schedules.
Data Scientist at Artifeel
May 1, 2025 - November 1, 2025Built supervised RUL models in Python for IoT battery life prediction; created reproducible feature datasets for 10K+ devices in PostgreSQL; developed end-to-end pipelines (training, batch scoring, API serving) with Git-based CI/CD on Azure Functions/Web Apps; monitored latency, error rate, coverage, and device health via Application Insights; delivered MLOps/dataOps pipelines and defined ML success KPIs in collaboration with product/sales/CS.
Machine Learning Engineer at Lune®
November 1, 2020 - October 1, 2023Designed an internal ML platform in Python with MLflow for supervised learning, reducing model experimentation time by 50% and improving model comparison reliability. Built and maintained CI/CD pipelines (Git, Docker) to train, evaluate and deploy models on cloud infrastructure (Azure, AWS; exposure to GCP Vertex AI), prioritizing performance (-40% inference latency) and robustness. Implemented NLP pipelines for entity/relationship extraction and knowledge graphs; modeled AIS vessel time-series data for optimization, anomaly detection, and predictive maintenance; delivered GenAI chatbot/assistant improvements with contextual responses and production deployment.
Data Analyst Intern at PTCL
February 1, 2020 - August 1, 2020Built Power BI dashboards for ARPU, churn and downtime; designed ETL pipelines for 250K+ records with 97% data accuracy; created monitoring dashboards and KPIs (ARPU trend, churn, downtime, ticket volume) to track network and customer performance.
Education
MSc - CGE in Data Science and Analytics at EPITA – School of Engineering and Computer Science
January 1, 2023 - January 1, 2025Bachelor's in Computer Science at Bahria University Islamabad
January 1, 2016 - January 1, 2020MSc CGE in Data Science and Analytics at EPITA - School of Engineering and Computer Science
January 1, 2023 - January 1, 2025Bachelor’s in Computer Engineering at Bahria University Islamabad
January 1, 2016 - January 1, 2020MSc in Data Science and Analytics at EPITA - School of Engineering and Computer Science
January 1, 2023 - January 1, 2025Bachelor’s in Computer Engineering at Bahria University Islamabad
January 1, 2016 - January 1, 2020Qualifications
Microsoft Azure Data Scientist Associate
January 11, 2030 - December 19, 2025Microsoft DevOps Solutions
January 11, 2030 - December 19, 2025MuleSoft Fundamentals
January 11, 2030 - December 19, 2025Microsoft Azure Data Scientist Associate
January 11, 2030 - December 23, 2025Microsoft DevOps Solutions
January 11, 2030 - December 23, 2025Microsoft Azure Data Scientist Associate
January 11, 2030 - December 23, 2025Microsoft DevOps Solutions
January 11, 2030 - December 23, 2025Industry Experience
Software & Internet, Professional Services, Education, Other, Manufacturing, Computers & Electronics, Media & Entertainment
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
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