Skill Assessments This user has not passed any tests yet No languages specified. * ReportPeople also viewed [![Maria Oikonomidou](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/05/avatar_57113_1779685498.jpeg) Maria Oikonomidou FINANCIAL CRIME ANALYST](https://jobicy.com/u/id57113.md) * [![Nitha Francis](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/05/avatar_56004_1779685628.jpg) Nitha Francis Test Analyst](https://jobicy.com/u/id56004.md) * [![Gerry Alaby](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/05/avatar_60743_1779685535.jpg) Gerry Alaby SEO Manager & AI Marketing Consultant](https://jobicy.com/u/id60743.md) * [![Sahariar Ahmed Tonmoy](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/05/avatar_42244_1779685665.jpg) Sahariar Ahmed Tonmoy Data Analyst](https://jobicy.com/u/id42244.md) * [![Lander Bertillo](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/avatar_70354_1783954852.jpg) Lander Bertillo Data Analysis | Statistics](https://jobicy.com/u/id70354.md) * [![Seyit Sahin](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/05/avatar_60466_1779685672.jpeg) Seyit Sahin Ecommerce Manager / Digital Marketer](https://jobicy.com/u/id60466.md) * [![Nguyễn Huy Lân](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/05/avatar_61314_1779685495.jpg) Nguyễn Huy Lân Head of Growth & Fullstack Digital Marketing](https://jobicy.com/u/id61314.md) * [![Anouar ASSOUFI](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/05/avatar_60262_1779685589.jpg) Anouar ASSOUFI Media and IT Specialist](https://jobicy.com/u/id60262.md) [All talent ↗](https://jobicy.com/talent.md) * [Overview](#overview) * [Portfolio](#portfolio) ## About Me I am a Senior Machine Learning Engineer with 14+ years of experience building production AI systems that solve real business problems. My work has focused on GenAI, LLM inference, multi-agent architectures, RAG pipelines, and applied machine learning in regulated environments. I have spent much of my career working at the intersection of advanced ML and strong engineering discipline. I care about shipping systems that are reliable, observable, secure, and maintainable, not just impressive in demos. My background includes healthcare, fintech, fraud detection, and lending compliance. I have built solutions that support clinical triage, credit underwriting, and real-time fraud detection, with a strong emphasis on safety, explainability, and operational readiness. I own the full stack of ML delivery, from model selection and fine-tuning through API design, MLOps, deployment, and production monitoring. I am comfortable working across Python, AWS, Docker, Kubernetes, Terraform, and modern LLM tooling. I enjoy designing systems that are privacy-conscious and production-ready, including offline and local-first architectures. I have experience building secure, auditable workflows with strict validation and traceability requirements. I work well independently, communicate clearly across technical and non-technical teams, and I am looking for a remote-first role where I can contribute meaningful work on challenging AI systems. ## Skills ### [Python](https://jobicy.com/talent/python.md)[SQL](https://jobicy.com/talent/sql.md)[AWS](https://jobicy.com/talent/aws.md)[Kubernetes](https://jobicy.com/talent/kubernetes.md)[Docker](https://jobicy.com/talent/docker.md)[Terraform](https://jobicy.com/talent/terraform.md)[PostgreSQL](https://jobicy.com/talent/postgresql.md)[Kafka](https://jobicy.com/talent/kafka.md)[A B Testing](https://jobicy.com/talent/a-b-testing.md)[Jenkins](https://jobicy.com/talent/jenkins.md)[Grafana](https://jobicy.com/talent/grafana.md)[Prometheus](https://jobicy.com/talent/prometheus.md)[GitHub Actions](https://jobicy.com/talent/github-actions.md)[REST](https://jobicy.com/talent/rest.md)[TensorFlow](https://jobicy.com/talent/tensorflow.md)[EMR](https://jobicy.com/talent/emr.md)[S3](https://jobicy.com/talent/s3.md)[scikit learn](https://jobicy.com/talent/scikit-learn.md)[Lambda](https://jobicy.com/talent/lambda.md)[NLP](https://jobicy.com/talent/nlp.md)[Redshift](https://jobicy.com/talent/redshift.md)[Helm](https://jobicy.com/talent/helm.md)[gRPC](https://jobicy.com/talent/grpc.md)[fastAPI](https://jobicy.com/talent/fastapi.md)[OAuth](https://jobicy.com/talent/oauth.md)[RDS](https://jobicy.com/talent/rds.md)[EKS](https://jobicy.com/talent/eks.md)[Prompt Engineering](https://jobicy.com/talent/prompt-engineering.md)[API Gateway](https://jobicy.com/talent/api-gateway.md)[ArgoCD](https://jobicy.com/talent/argocd.md)[GitOps](https://jobicy.com/talent/gitops.md)[OpenSearch](https://jobicy.com/talent/opensearch.md)[Cloudwatch](https://jobicy.com/talent/cloudwatch.md)[Kinesis](https://jobicy.com/talent/kinesis.md)[Athena](https://jobicy.com/talent/athena.md)[Anomaly Detection](https://jobicy.com/talent/anomaly-detection.md)[Glue](https://jobicy.com/talent/glue.md)[LlamaIndex](https://jobicy.com/talent/llamaindex.md)[Semantic Search](https://jobicy.com/talent/semantic-search.md)[Pydantic](https://jobicy.com/talent/pydantic.md)[Gradient Boosting](https://jobicy.com/talent/gradient-boosting.md)[ECR](https://jobicy.com/talent/ecr.md)[Scrapy](https://jobicy.com/talent/scrapy.md)[BeautifulSoup](https://jobicy.com/talent/beautifulsoup.md)[Model Versioning](https://jobicy.com/talent/model-versioning.md)[SparkML](https://jobicy.com/talent/sparkml.md)[SHAP](https://jobicy.com/talent/shap.md)[Pgvector](https://jobicy.com/talent/pgvector.md)[Model Context Protocol](https://jobicy.com/talent/model-context-protocol.md)[AWQ](https://jobicy.com/talent/awq.md) ## Experience Senior Machine Learning Engineer @ Excella May 2018 - Jun 2026 Built production GenAI and ML systems across privacy-first LLM inference, healthcare triage, and credit underwriting. Led architecture, API design, MLOps, deployment, observability, and secure multi-agent workflows. Machine Learning Engineer @ Perficient Feb 2012 - Apr 2018 Built real-time fraud detection and healthcare ML systems using Python, scikit-learn, TensorFlow, AWS, Spark, Kafka, and Kubernetes. Focused on feature engineering, model serving, monitoring, and production reliability. ## Education Stratford University 2008 - 2012 Bachelor of Science, Information Technology Bachelor's degree in Information Technology. Portfolio not available. Services not available.