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Machine Learning || Data Engineering || Data Science || Bionformatics
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Freelance
Software Engineer
June 21, 2026 – Present
enterprise-progressive-delivery-eks
June 1, 2026 – Present
enterprise-progressive-delivery-eks — repository
View Projectclintrial-stream
May 8, 2026 – Present
Real-time clinical trial event streaming platform on AWS - Kinesis, DynamoDB, Flask, Cognito, Terraform
View Projectswiftdeploy
May 4, 2026 – Present
Declarative CLI tool that generates and manages Docker + Nginx deployments from a single manifest.yaml, supporting validation, rollout promotion (stable/canary), chaos testing, and automated lifecycle control.
View Projectgenomicflow-platform
May 3, 2026 – Present
Real-time clinical genomics data platform on GCP — Pub/Sub streaming, BigQuery warehouse, Cloud Run API, Looker Studio dashboard, Terraform IaC
View Projectbioseq-platform
May 2, 2026 – Present
Production-grade AWS data engineering platform for bioinformatics — NCBI SRA ingestion, multi-zone S3 data lake, Glue ETL, Athena SQL, PostgreSQL star schema, FastAPI, Docker, Terraform IaC
View Projectml-training-pipeline-ci
March 13, 2026 – Present
This project demonstrates an automated engineering workflow for a machine learning inference service. It connects model training, artifact generation, API integration, automated testing, Docker packaging, and CI execution into a single reproducible pipeline.
View Projectazure-arm-linux-vm-iac
March 12, 2026 – Present
Infrastructure-as-Code deployment demonstration using Azure ARM templates.
View Projectml_inference_api
March 8, 2026 – Present
This project demonstrates how a trained machine learning model can be transformed into a production‐style inference service. The system moves beyond notebook experimentation and implements the engineering components required to operate ML models as deployable services.
View ProjectProject---Data-Pipeline-Improvement
January 31, 2026 – Present
This project identifies inefficiencies in a manual reporting workflow and redesigns it into a reliable, auditable pipeline that reduces manual effort and improves data governance.
View ProjectProject-Asset-Lifecycle-Monitoring
January 30, 2026 – Present
The objective of this project is to simulate **continuous lifecycle monitoring** of meter assets and identify data integrity issues that pose operational, billing, or regulatory risk. The project focuses on **detecting anomalies, validating findings, and delivering escalation-ready outputs** rather than performing data remediation.
View ProjectCultural Fit Analysis
The candidate's portfolio is heavily focused on personal projects, demonstrating strong initiative and a passion for learning and building. The diversity of projects across cloud platforms, data engineering, and MLOps suggests adaptability and a broad technical interest. However, the lack of team-based or collaborative project descriptions makes it difficult to assess cultural fit in a team environment. The 'Freelance Software Engineer' role, while current, lacks details on team interaction or company culture exposure.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a problem-solving mindset and an ability to identify and address inefficiencies in workflows. The focus on 'reliable, auditable pipelines' and 'detecting anomalies' suggests an attention to detail and operational robustness. However, without direct assessment data, specific soft skills like teamwork or stress handling cannot be definitively evaluated.