Gaille.

Lead Software Engineer

I cut a manufacturing CV pipeline from 10 min to 30 sec and ship secure platforms to 150,000+ users.

Bitwork Solutions (Lead) · Willed (150k+ users) · Referrin (5k+ early adopters)

Gaille Amolong

Selected work

Impact at scale

Problem, approach, measurable outcomes, and why it mattered for the business.

  • Vision & manufacturing throughput

    Bitwork Solutions · Lead Software Engineer

    Problem
    Image processing pipeline latency capped line throughput and slowed quality feedback loops for manufacturing workflows.
    Action
    Led computer vision pipeline design, profiling, and deployment—model/serving choices, batching, and integration with production tooling.
    Result
    Cut end-to-end processing from ~10 minutes to ~30 seconds (~20x); improved engraving precision ~25% and throughput ~40%.
    Business impact
    More units verified per shift, fewer rework cycles, and predictable latency operators can rely on.
    • React/Next.js
    • FastAPI
    • OpenCV
    • PostgreSQL
    • Docker
    • AWS
  • Security & platform (150k+ users)

    Willed · Software Engineer

    Problem
    Ship product features without expanding attack surface; maintain visibility into security signals and a safe release cadence.
    Action
    Led SIEM/security-oriented work, feature delivery, and test/CI infrastructure on the core platform.
    Result
    Supported a consumer platform serving 150k+ users with stronger security posture and sustainable delivery practices.
    Business impact
    Trust and compliance readiness while keeping product velocity.
    • Nuxt.js
    • Node.js
    • PostgreSQL
    • CI/CD
    • GCP
    • Quasar
  • Full-stack & infra for early adoption

    Referrin · Engineering (early-stage)

    Problem
    Prove the product through early traction with reliable UX, auth, and performance as usage grew.
    Action
    Full-stack and infrastructure work—core flows, performance, and foundations for growth.
    Result
    Helped scale the product past 5k+ users and supported early adoption milestones.
    Business impact
    Faster learning cycles for the team and a dependable experience for first customers.
    • React/Next.js
    • FastAPI
    • PostgreSQL
    • AWS
    • Docker

“Gaille quickly stood out as a brilliant full-stack developer. He is incredibly smart, hardworking, and dedicated, often going the extra mile to deliver high-quality work. He communicates openly, collaborates effectively, and uplifts those around him.”

Sheldon Arthur Sagrado · Full-stack Developer, Bitwork Solutions

Side projects

Independent work that shows range beyond employer projects (11 projects).

About

Lead engineer, ~5 years experience. I build production ML/CV pipelines, secure backend services, and ship full-stack platforms with CI/CD discipline. Currently at Bitwork Solutions (manufacturing vision) and Willed (consumer platform, 150k+ users). AWS certified. Speaker on responsible AI in finance.

PythonTypeScriptReact / Next.jsFastAPIPostgreSQLAWSDockerTensorFlowOpenCVGit

Contact

Email is fastest. I typically reply within one business day.

gaille.amolong1@gmail.com