Education
Experiences
- Working on the prediction domain towards automated productionizing & monitoring of machine learning models for credit risk prediction & customer portfolio services
- Optimizing prediction ops and data engineering workflows
- Tools: Python, FastAPI, Airflow, Redshift, Jenkins, Docker, Kubernetes, Terraform, Kafka, Datadog, AWS
- Built ETL pipelines for wide-range financial data to serve reinforcement learning agents.
- Implemented automated continuous infrastructure set-up and management using Terraform & GCP
- Tools: Python, Terraform, Kafka, Prometheus, Tensorflow, TF Serving, GCP
- Worked as a software engineering (ML) team lead on fintech identity and validation measures as well as risk models for loan solutions.
- Led data scientists and engineers to build and maintain credit risk modeling systems and auto KYC processes that heavily utilize data in terms of engineering and machine learning to help improve fin-tech business objectives.
- Tools: Python, Flask, Scikit-learn, TensorFlow, Hadoop, GCP, AWS
- Implemented secure Facial Detection functionality for during KYC Onboarding in the mobile application
- Built a credit risk model for identifying better loan clients
- Worked with the team to model a structural Financial Planner/Budgeting App process.
- Tools: Python, Flask, TensorFlow, SQL, Google Cloud Platform
- Resumed as a Machine Learning Graduate Research Assistant Lecturer for the Department of Computer Science to teach “Introduction to Machine Learning” as a mini-course for CSC 402 to final year CS students.
- Created curriculum and lecture content for the 'Intro to ML' syllabus.
- Performed data cleaning and wrangling of FHIR’s health resource dataset for front-end delivery
- Scrum and agile development using Azure kanban-like boards.
- Tools: Python, Django, Pandas, NumPy, Javascript, Azure DevOps.
- Built and maintained EHR management, reminder, and payroll automation platforms for local hospitals and SMEs, development using Django, VCS using Azure DevOps (Git).
- Version control using Git, Github.
- Managing cloud infrastructure in Google Cloud Platform.
- Tools: Python, Django, Google Cloud Platform, SQL.
Certifications
Achievements
Languages
