Salma Fauziyah Firdaus

Expert of Content Writer

Outlier.ai

Apr 2025 - Current (1 year 4 months)

Produced and refined 5,000+ Indonesian-language data samples for NLP model training, covering 10+ task types (Q&A, summarization, dialogue generation, etc.). Improved response quality in LLM fine-tuning tasks by applying linguistic and contextual validation across 15+ thematic domains. Collaborated with annotation and QA teams to standardize linguistic guidelines and reduce ambiguity in instruction datasets by 30%.

Research Assistant

UNIVERSITAS AIRLANGGA

Jul 2024 - Current (2 years 1 month)

I am a research assistant for a professor in Biomedical Engineering, assisting in his research on medical imaging. Since medical image data is scarce, I generate synthetic data using generative AI, specifically GAN, to expand the dataset and support deep learning classification. Co-authored scientific journal papers on biomedical AI, contributing to methodology, experiments, and result interpretation. Labeled and preprocessed 10K+ medical images and biosignals (e.g., ECG) for deep learning. Built classification models with PyTorch, achieving up to 80%+ accuracy on biomedical image tasks. biosignals into image formats for vision-based modeling. Developed GAN-based augmentation pipelines, boosting dataset size by 50% and model F1-score by 12%

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Core Team Affiliation Division

Google Developer Student Clubs (GDSC) Universitas Airlangga

Nov 2023 - Jun 2024 (8 months)

Part of the core organizing team responsible for building and managing external collaborations to support GDSC events and initiatives. Initiated and maintained communication with 10+ external organizations and partners, resulting in 5 formal collaborations for events and learning sessions Supported the execution of 8+ tech-related events and workshops, helping expand outreach and participation

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Editorial Intern

Journal of Information Systems Engineering and Business Intelligence

Sep 2023 - Dec 2023 (4 months)

I ensured that articles met the required publication standards. I reviewed article specifications, including formatting, references, and content quality, to align with the journal's guidelines. This effort aimed to maintain the journal's credibility Verified references followed the appropriate citation style (e.g., APA/IEEE), ensuring 100% consistency and accuracy across all references Assessed the clarity, relevance, and academic tone of each article, contributing to the approval of 90% of articles for publication after revisions Provided detailed feedback to authors on necessary revisions, ensuring that 95% of suggested corrections were properly implemented and addressed in final submissions

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Supervisors and Test Assesment Operators

Airlangga Assessment Center

Jul 2023

Participated in the implementation of psychological and competency-based assessments facilitated by the university's official assessment center. Supervised and assisted in the execution of online and offline assessment sessions involving 200+ participants from various academic backgrounds Operated test platforms and ensured the technical functionality of digital assessment tools (e.g., aptitude, personality, and logic tests) Monitored test-takers to ensure fairness, rule compliance, and minimal disruptions throughout the assessment process Operated and troubleshot digital test platforms with zero downtime reported, covering various test types such as aptitude, personality, and logical reasoning

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System Analyst and Quality Assurance

PT Travelana Indonesia

Jul 2023 - Dec 2023 (6 months)

During my internship as a System Analyst, I analyzed user requirements for system implementation. I created BPMN, user flow diagrams, database models, and network plans while also conducting testing to ensure the system met specifications. Additionally, I learned to develop test plans in QA. Designed process flows to visualize and optimize business operations, improving operational efficiency by 20% through streamlined workflows Developed entity-relationship diagrams to map out the database structure, ensuring 95% data consistency across the system Contributed to the design of network topologies that defined secure and efficient communication between system components, reducing network latency by 15% Created detailed test plans outlining te

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Expert Staff of Sponsorship Division

PENGMAS HIMSI 2023

May 2023 - Oct 2023 (6 months)

Supported the sponsorship and fundraising efforts for PENGMAS (Pengabdian Masyarakat) 2023, a community service program aimed at social impact through student engagement. Contacted and negotiated with 10+ potential sponsors and local businesses, resulting in 5 confirmed sponsorships to support the event Assisted in drafting partnership proposals and follow-up communications, ensuring professional and timely outreach Secured both monetary and non-monetary support (e.g., merchandise, media coverage), covering over 60% of the event's operational needs Worked closely with the finance and logistics team to allocate sponsorship resources effectively Contributed to enhancing HIMSI's network of corporate and community partners for future programs

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Expert Staff of Public Relations Department

Himpunan Mahasiswa S-1 Sistem Informasi (HIMSI)

Jan 2023 - Dec 2023 (1 year)

Served as an expert staff member in the Public Relations Department, supporting communication efforts and promotional initiatives for the student organization. Contributed to a 20% increase in sponsorship acquisition compared to the previous term by targeting new relevant partners and maintaining professional follow-up Coordinated with 10+ media partners and sponsors to support various HIMSI events, ensuring mutual benefit and clear communication

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Staff of Supervision and Evaluator Commission

Badan Legislatif Mahasiswa

Feb 2022 - Dec 2022 (11 months)

As a Staff of the Supervision and Evaluation Commission in the Student Legislative Assembly (BLM), I was involved in monitoring and evaluating the legislative activities of the student government. Evaluating and monitoring the progress of over 10 programs organized by BEM. Preparing evaluation reports, which were used to track the progress and ensure that over 90% of projects were aligned with their intended goals and objectives Organizing meetings with relevant stakeholders, ensuring 100% transparency and accountability for the activities conducted Collaborating with other BLM members to improve the oversight system, resulting in 15% improvement in the efficiency of program execution and reporting

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Chairman

Monitoring and Evaluation BLM

Feb 2022 - Dec 2022 (11 months)

As the Chairman of the Monitoring and Evaluation Commission, I was responsible for overseeing the execution and accountability of BEM (Student Executive Board) programs to ensure alignment with strategic goals and student needs. Monitored and evaluated 20+ BEM programs and events, ensuring alignment with initial plans, timelines, and faculty regulations Led the drafting of evaluation reports, which were used as formal documentation for performance reviews and strategic improvements Identified key issues in program execution, resulting in actionable feedback that improved efficiency and effectiveness in 75% of reviewed programs Organized evaluation forums and hearings involving both BLM members and BEM representatives to promote transparency

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Enterprise Architecture Consultant

PT Makmur Tentram Berprestasi (Real Estate)

Aug 2020 - Aug 2022 (2 years 1 month)

Advised on aligning business strategy with IT infrastructure through the implementation of enterprise architecture frameworks. Mapped and analyzed 12+ core business processes and 25+ IT assets, identifying 15 redundancies and recommending architecture realignment Designed a comprehensive Enterprise Architecture (EA) blueprint using TOGAF framework, leading to a 20% improvement in inter departmental system integration Created over 30 visual models, including business capability maps, application portfolios, and infrastructure diagrams using ArchiMate and BPMN Collaborated with 5 departments to align EA strategy with operational priorities, resulting in a 15% reduction in duplicated software usage

Salma Fauziyah Firdaus

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