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Amer Damaj
Junior Full-Stack Software Engineer specializing in cloud-native web apps and APIs
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About
Built a voice-driven desktop assistant for users with mobility impairments, integrating Whisper and Google Gemini and adding voice-authentication via speaker embeddings for secure command execution. Has hands-on experience with AWS serverless/microservices patterns (Lambda, S3, CloudFront, CloudWatch) and CI/CD, plus built an internal MySQL-to-MongoDB migration tool used by the CTO and dev team with an emphasis on safe, low-impact data transformation.
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Key Strengths
- Built an accessibility-focused voice-driven desktop assistant end-to-end
- Integrated speech recognition and LLM-based NLU into a user-facing product
- Implemented biometric-style voice authentication using speaker embeddings for sensitive actions
- Delivered an MVP under hackathon time constraints using Agile iteration
- Applied unit tests and lightweight QA/A-B style testing to maintain quality under speed constraints
- Designed scalable video delivery by adding CloudFront CDN in front of S3 based on user testing feedback
- Communicated technical trade-offs (performance/cost/effort) effectively to non-technical stakeholders (CTO)
- Built a controlled-access internal migration tool for MySQL-to-MongoDB with graceful degradation and low resource usage
- Prioritized work using severity/impact vs effort and dependency analysis in a startup environment
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