Ayhan Setirekli

Frontend Developer

https://www.opentalent.in/ayhan-setirekli

Platform Engineer with deep expertise in AWS and GCP. Passionate about Serverless & Container technologies. AWS Community Builder and Speaker.

Checkatrade

Key Strengths

Experience as a Frontend Developer at Checkatrade.
Demonstrated interest in various technologies through personal projects, including Python, HCL, and JavaScript.
Strong academic background with an MSc dissertation involving sentiment analysis and machine learning (Python, SVM).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project history shows a strong inclination towards backend/DevOps technologies (HCL, Python for S3 malware protection, Azure cleanup) and data science (MSc dissertation). While there is a 'Frontend Developer' role listed, the personal projects do not strongly align with typical frontend development skills (e.g., specific frameworks like React, Angular, Vue, or deep UI/UX focus). This suggests a potential mismatch with a dedicated Frontend Developer role, though the candidate's current role at Checkatrade is listed as Frontend Developer.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

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Projects

digger-azure-cleanup-test

February 27, 2026 – Present

Test repo for Azure cleanup fix

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university-of-essex-msc-dissertation-hotel-review-sentiment

December 4, 2025 – December 4, 2025

University of Essex MSc Dissertation | Sentiment analysis on TripAdvisor hotel reviews. Compares lexical (negation-aware, adjective-focused) and TF-IDF feature extraction, then combines both. Hybrid pipeline + SVM achieves 96.15% F1, outperforming Elango & Narayanan and Kasper & Vela benchmarks. Code, experiments & thesis included.

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kiro-amazon-guardduty-malware-protection-s3

November 25, 2025 – November 25, 2025

Kiro-generated version of amazon-guardduty-malware-protection-s3 (see link) using spec-driven development

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amazon-guardduty-malware-protection-s3

October 23, 2025 – October 23, 2025

Solution for automated malware scanning in S3 using GuardDuty Malware Protection, implemented with Terraform

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skills-change-commit-history

February 14, 2025 – December 1, 2025

My copy of the skills course on changing commit history

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skills-write-javascript-actions

January 28, 2024 – January 28, 2024

My clone repository

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AyhanSetirekli

January 26, 2024 – Present

AyhanSetirekli — Dev.to repository

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skills-introduction-to-github

January 24, 2024 – December 1, 2025

My clone repository

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.github

January 21, 2024 – January 21, 2024

Starter workflows

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skills-publish-packages

January 20, 2024 – July 1, 2024

My clone repository

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Key Strengths

Experience as a Frontend Developer at Checkatrade.
Demonstrated interest in various technologies through personal projects, including Python, HCL, and JavaScript.
Strong academic background with an MSc dissertation involving sentiment analysis and machine learning (Python, SVM).

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

Ayhan Setirekli

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit