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I’m Stivin James Mavelil, an operations-oriented professional who enjoys turning complex problems into clear workflows, reliable systems, and well-structured documentation. I’ve worked across AI evaluation, workflow/quality analysis, and full-stack feature delivery, often collaborating with teams in remote and international environments to keep execution precise and outcomes measurable. My background blends business analytics with practical engineering: I assess AI outputs using structured reasoning-trace and QA frameworks, translate requirements into actionable plans, and support data-driven product decisions. Fluent in English and Italian, and eligible for UK/EU remote work, I focus on improving reliability, usability, and performance while communicating clearly with stakeholders and shipping thoughtfully documented changes.…I’m Stivin James Mavelil, an operations-oriented professional who enjoys turning complex problems into clear workflows, reliable systems, and well-structured documentation. I’ve worked across AI evaluation, workflow/quality analysis, and full-stack feature delivery, often collaborating with teams in remote and international environments to keep execution precise and outcomes measurable. My background blends business analytics with practical engineering: I assess AI outputs using structured reasoning-trace and QA frameworks, translate requirements into actionable plans, and support data-driven product decisions. Fluent in English and Italian, and eligible for UK/EU remote work, I focus on improving reliability, usability, and performance while communicating clearly with stakeholders and shipping thoughtfully documented changes.

Stivin James Mavelil

Full Stack Developer, Web Developer, Front-End Developer, +6

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I’m Stivin James Mavelil, an operations-oriented professional who enjoys turning complex problems into clear workflows, reliable systems, and well-structured documentation. I’ve worked across AI evaluation, workflow/quality analysis, and full-stack feature delivery, often collaborating with teams in remote and international environments to keep execution precise and outcomes measurable. My background blends business analytics with practical engineering: I assess AI outputs using structured reasoning-trace and QA frameworks, translate requirements into actionable plans, and support data-driven product decisions. Fluent in English and Italian, and eligible for UK/EU remote work, I focus on improving reliability, usability, and performance while communicating clearly with stakeholders and shipping thoughtfully documented changes.…I’m Stivin James Mavelil, an operations-oriented professional who enjoys turning complex problems into clear workflows, reliable systems, and well-structured documentation. I’ve worked across AI evaluation, workflow/quality analysis, and full-stack feature delivery, often collaborating with teams in remote and international environments to keep execution precise and outcomes measurable. My background blends business analytics with practical engineering: I assess AI outputs using structured reasoning-trace and QA frameworks, translate requirements into actionable plans, and support data-driven product decisions. Fluent in English and Italian, and eligible for UK/EU remote work, I focus on improving reliability, usability, and performance while communicating clearly with stakeholders and shipping thoughtfully documented changes.

Available to hire

I’m Stivin James Mavelil, an operations-oriented professional who enjoys turning complex problems into clear workflows, reliable systems, and well-structured documentation. I’ve worked across AI evaluation, workflow/quality analysis, and full-stack feature delivery, often collaborating with teams in remote and international environments to keep execution precise and outcomes measurable.

My background blends business analytics with practical engineering: I assess AI outputs using structured reasoning-trace and QA frameworks, translate requirements into actionable plans, and support data-driven product decisions. Fluent in English and Italian, and eligible for UK/EU remote work, I focus on improving reliability, usability, and performance while communicating clearly with stakeholders and shipping thoughtfully documented changes.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Language

Italian

Fluent

Malayalam

Fluent

English

Fluent

French

Intermediate

Spanish; Castilian

Intermediate

Tamil

Intermediate

Work Experience

Full-Stack Developer at Crombo AB / 24Mobler

May 1, 2024 - November 30, 2024

Coordinated sprint-based feature delivery with clear documentation and cross-functional collaboration. Analyzed user behaviour data to inform product decisions, feature development, and UX improvements, contributing to a 20% reduction in bounce rate and a 35% increase in traffic. Built and maintained full-stack features using JavaScript, React, Node.js, AWS, and Firebase, and executed systematic QA across distributed applications to improve data integrity and performance stability.

Full Stack Developer at Crombo AB

May 1, 2024 - November 1, 2024

Developed 3 scalable web applications, improving UX and reducing bounce rate by 20%. Successfully implemented Firebase real-time database and authentication, and AWS services for deployment and file storage. Boosted website traffic by 35% through SEO strategies. Delivered projects 10% ahead of schedule in a remote Agile team.

AI and Workflow Analyst at Freelance / Independent Contractor

January 1, 2023 - Present

Evaluate AI system outputs using structured reasoning-trace analysis and quality assessment frameworks. Review workflows, system logs, and user interactions to identify reliability, logic, and usability issues. Produce technical documentation to support engineering, product, and operational decision-making. Identify automation opportunities and continuous-improvement initiatives through structured analysis and reporting.

Business Analyst Trainee at Brainnest

November 1, 2022 - January 1, 2023

Conducted market research and implemented improvements that increased operational efficiency by 15%. Reduced reporting time by 25% with innovative analytical tools. Delivered insights leading to adoption of two business initiatives.

Research and Development Assistant at Social Impact Lab UK

September 1, 2021 - March 31, 2022

Conducted data analysis, needs assessments, and development of strategic frameworks. Prepared research summaries and contributed to clear project documentation. Collaborated with a multidisciplinary team to support scalable, data-driven solutions.

Camera Operator at Shalom World (Vatican City)

January 1, 2021 - January 31, 2022

Operated video cameras for live broadcasts and special ceremonies at the Vatican, supporting a venue capacity of 5,000+ attendees. Designed photo and video production and distribution workflows for online marketing purposes. Collaborated with the Video Production Manager on social media production and non-broadcast video projects.

Camera Operator at Shalom World

January 1, 2021 - January 1, 2022

Filmed and edited over 150 hours of Vatican event content. Enhanced audience engagement by 30%; reduced editing time by 15%.

Education

BSc (Hons) in Business Analytics at University of Southampton

September 10, 2018 - June 30, 2022

BSc (Hons) Business Analytics at University of Southampton

January 1, 2020 - January 1, 2023

Front-End Web Development Bootcamp at edX / University of Birmingham

January 1, 2024 - January 1, 2024

BSc (Hons) Business Analytics at University of Southampton

January 1, 2019 - January 1, 2022

Front-End Web Development Bootcamp at edX / University of Birmingham

January 1, 2023 - January 1, 2023