EXPERIENCE

FlyRank AI'ın Makine Öğrenimi Staj Programına (Temmuz 2026 Kohortu) seçildim. Uzaktan çalışma prensibine dayalı, ürün odaklı bir mühendislik ortamında uygulamalı yapay zeka geliştirmelerine katkıda bulunuyorum.

• Veri hazırlama, model geliştirme, değerlendirme ve üretime (production) alma süreçlerini kapsayan uçtan uca makine öğrenimi iş akışlarına katkıda bulunuyorum.
• Çevik (agile) sprintlere, kod incelemelerine ve teknik tasarım tartışmalarına katılarak 2'den fazla saat dilimine yayılmış dağıtık bir mühendislik ekibiyle işbirliği yapıyorum.
• Model performans takibi ve tekrarlanabilirlik konularında endüstri standartlarını uygulayarak, staj müfredatı kapsamında 1-2 makine öğrenimi odaklı özellik veya araştırma prototipi teslim ediyorum.

internship.flyrank.ai

Makine Öğrenimi Mühendisi (ML Engineer)

View documentation and project details on internship.flyrank.ai.

Gelecek planlaması için talep tahmini modelleri optimize edildi.

• Deliver daily inspection reports covering 25 active LCS sensor devices with a zero-hallucination standard, achieving 100% data traceability through OCR-based extraction from PostgreSQL production snapshots.
• Operate and maintain SSH tunnel and PostgreSQL infrastructure against a production VPS, sustaining 99%+ pipeline uptime across 30+ consecutive daily reporting cycles.
• Executed a full backup and migration of a 9.6 GB production PostgreSQL database and deployed the Orion Pax NestJS stack via Docker and PM2, achieving zero data loss and full service continuity on the backup VPS.

github.com

Veri Bilimi Çırağı

View documentation and project details on github.com.

github.com

Veri Bilimi Çırağı

View documentation and project details on github.com.

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Ürün iyileştirmesi için A/B testi uygulandı ve müşteri davranışları analiz edildi.

• Conducted a full-cycle ISO/IEC 27001:2022 internal audit engagement, evaluating ISMS implementation through evidence sampling, interviews, control assessment, and compliance verification activities.
• Developed 5+ professional audit artifacts including audit plans, working papers, control checklists, executive reports, and remediation recommendations aligned with industry-standard audit methodologies.
• Reported 4 Major Non-Conformities affecting 4 key information security control areas, delivering prioritized remediation actions and compliance improvement recommendations based on ISO/IEC 27001:2022 requirements.

github.com

Veri Analisti Çırağı

View documentation and project details on github.com.

www.cisometric.com

Veri Analisti Çırağı

View documentation and project details on www.cisometric.com.

Makine öğrenimi tabanlı dahili analiz araçları geliştirildi.

• Collected, validated, and structured 500+ high-quality data samples across multiple domains, ensuring alignment with strict AI training data specifications.
• Conducted exploratory data analysis and quality assurance workflows, achieving 95%+ data acceptance rate across submission batches.
• Collaborated with a distributed remote team across 2+ regions, adhering to industry-grade annotation guidelines and enterprise data governance standards.

softage.ai

Yazılım Stajyeri

View documentation and project details on softage.ai.

Veri yapıları dersi için laboratuvar oturumlarına asistanlık yapıldı.

• Completed 100+ hours of structured learning across leadership, problem-solving, digital fluency, and adaptability modules designed by McKinsey experts.
• Applied McKinsey's structured problem-solving frameworks to 3+ real-world case exercises, delivering actionable recommendations aligned with consulting-grade methodology.
• Engaged with a global cohort of 1,000+ Forward learners through peer collaboration, discussion forums, and capstone project deliverables.

www.credly.com

Öğrenci Asistan

View documentation and project details on www.credly.com.

IoT sistemleri için mikroservis altyapısı tasarlandı ve uygulandı.

• Reviewed and evaluated 3-5 course modules, assessing content accuracy, technical clarity, and instructional design quality against industry standards.
• Delivered structured feedback across 20+ improvement points, directly contributing to content revisions and new material development that improved learner engagement and course accessibility.
• Collaborated with the curriculum team to ensure AI Engineer learning path materials met both academic benchmarks and professional competency requirements.

docs.google.com

Arka Uç Geliştiricisi

View documentation and project details on docs.google.com.

Büyük ölçekli verilerin işlenmesi için veri hatları (pipeline) oluşturuldu.

• Engineered Transformer-based models achieving 90%+ F1-score across 4 attack vectors - SQL Injection, DDoS, Network Intrusion, and Malware - on datasets ranging from 50K to 500K+ records.
• Managed full ML pipelines across 10+ large-scale cybersecurity datasets, covering data preprocessing, feature engineering, model training, hyperparameter tuning, and evaluation.
• Collaborated within a 6-member research team to deliver a production-ready AI security system within a 4-month development cycle.

github.com

Veri Mühendisi

View documentation and project details on github.com.

React ve Node.js kullanılarak web tabanlı yönetim panelleri oluşturuldu.

• Guided 100+ students across 10+ lab sessions covering networking protocols including HTTP, DNS, TCP/UDP, DHCP, ICMP, ARP, and Web Server configuration.
• Acted as PIC for the Socket Programming final project, mentoring 15+ student groups through end-to-end implementation, documentation, and technical assessment.
• Evaluated 200+ assignments, lab reports, and practicum exams, maintaining consistent academic standards with a 95% project completion rate.

Siber fiziksel sistemler üzerine araştırmalar yürütüldü ve makaleler yayınlandı.

• Contributed to 2+ active research projects and delivered 5+ working prototypes spanning IoT hardware integration, sensor data processing, and machine learning implementation aligned with the laboratory's research roadmap and publication targets.
• Mentored 10+ junior members across foundational technical tracks in machine learning and computer vision, with 90%+ successfully completing final prototype delivery within program timelines.
• Delivered 15+ technical review sessions and code walkthroughs while contributing to curriculum refinement across 3 technical tracks, improving knowledge transfer efficiency for subsequent laboratory cohorts.

Derin öğrenme modelleri kullanılarak görüntü işleme projeleri geliştirildi.

• Built D'Mouv, an AI-powered Smart Motion Detection System using YOLOv11n on Raspberry Pi, achieving 80–90% detection accuracy with real-time inference under 100ms latency.
• Integrated 3+ IoT devices (lamp, fan, and connected peripherals) with automated control logic triggered by human presence detection, delivering seamless AIoT automation.
• Developed full-stack connectivity across Computer Vision, Express.js backend, Supabase, and React Native mobile app, enabling remote monitoring and device control for end users.

medium.com

Makine Öğrenimi Mühendisi

View documentation and project details on medium.com.

İş gereksinimleri analiz edildi ve teknik altyapı çözümleri tasarlandı.

• Produced a full system documentation suite including SRS, SDD, and complete UML diagrams (Use Case, Activity, Sequence) serving as the primary development blueprint across a 4-month cycle.
• Collaborated across 3-5 cross-functional team members spanning Development, UI/UX, and QA to ensure accurate requirement implementation and design validation.
• Supported development of Voices Unheard, an AI-powered anonymous storytelling platform integrating AI pre-moderation and secure data protection, aligned with SDG 16.

github.com

Sistem Analisti

View documentation and project details on github.com.

Supporting people development and organizational culture within CPS Laboratory, focusing on training, growth initiatives, and team performance for lab assistants.

• Coordinated HR development initiatives for 20–50 lab assistants, supporting team performance and interpersonal communication across the laboratory.
• Facilitated 1–2 structured training programs aimed at strengthening assistant capabilities and fostering a collaborative work culture.
• Drove talent development strategies aligned with laboratory innovation goals, ensuring a productive and growth-oriented environment.

cpslaboratory.com

Human Resources Staff

View documentation and project details on cpslaboratory.com.

Selected as a scholarship recipient for an intensive AI Engineer training program by DBS Foundation, covering end-to-end machine learning engineering from core algorithms to production deployment.

• Completed 300+ hours of rigorous curriculum spanning Machine Learning, Deep Learning for Computer Vision and NLP, and MLOps best practices for production-ready model deployment.
• Built and deployed a functional AI application as the program capstone, demonstrating end-to-end engineering capability from prototype to production.
• Gained hands-on experience across 5+ industry-standard workflows including model training, evaluation, optimization, and deployment pipelines.

mail.google.com

Scholarship Awardee – Progressive Learning Program

View documentation and project details on mail.google.com.

Leading end-to-end execution of digital talent development programs under Digistar Club by Telkom Indonesia, overseeing the full project lifecycle from strategic planning to post-event analysis.

• Directed 4–5 events including DigiTalks Series and DigiCourse #3, collectively reaching 200+ participants across the tech community.
• Led a committee of 6–10 members, managing resource allocation, timeline execution, and cross-functional coordination with speakers and external partners.
• Delivered post-event analysis reports with actionable recommendations, ensuring continuous improvement across each program iteration.

Serving as a committee member for Digistar Club by Telkom Indonesia, managing end-to-end execution of digital talent development programs focused on Computer Vision and AI deployment.

• Orchestrated 3 flagship programs (DigiCourse #1, DigiCourse #2, DigiCamp #1) reaching 300–500 participants across online and hybrid formats.
• Managed multi-channel communications strategy across 3-5 platforms, driving participant acquisition and expanding community reach.
• Coordinated with 3-5 external partners and stakeholders throughout the full program lifecycle from planning to post-event analysis.

www.digistartelkom.id

Ranger – Digital Application Club

View documentation and project details on www.digistartelkom.id.

Instrumental in executing fundraising for economic empowerment events.

• Execution of fundraising campaign
• Strategic donor prospecting
• High-impact sponsorship proposal development

www.gibeitelkomuniversity.site

Fundraising Assistant

View documentation and project details on www.gibeitelkomuniversity.site.

Büyük dil modellerinin şirket içi sistemlere entegrasyonu sağlandı.

• Reviewed and evaluated 50+ ML project submissions, conducting in-depth code analysis covering logical correctness, efficiency, and adherence to industry best practices.
• Delivered structured, actionable feedback with an average review turnaround under 24 hours, directly supporting learner progression toward certification.
• Functioned as both technical reviewer and mentor, upholding academic standards while sustaining a 90%+ learner pass rate within reviewed batches.

github.com

Yapay Zeka Danışmanı

View documentation and project details on github.com.

Key member of MAKRAB 2024 organizing committee.

• Strategic program design and execution
• Co-development of master event agenda
• Spearheading core knowledge-sharing segments

Completed an intensive study group program at Cyber Physical System Laboratory, contributing to end-to-end development across IoT systems, web applications, and machine learning implementations.

• Delivered 3 project tracks spanning IoT system development, web application development, and machine learning implementation, each presented as a final prototype to laboratory reviewers.
• Led hardware-software integration across the full project lifecycle, achieving 100% prototype completion within program deadlines.
• Applied Linux, Git, and cross-platform development tools across 3+ collaborative repositories within a deadline-driven team environment.

Participated in AIESEC Future Leaders 2024, a prestigious 4-month leadership development program focused on personal growth, social impact projects, and global competency building.

• Engaged in 20+ curriculum sessions covering leadership frameworks, entrepreneurial thinking, and cross-cultural collaboration across the 4-month program.
• Contributed to team-based projects targeting global issues, delivering actionable, impact-driven solutions alongside 5+ cross-functional delegates.
• Built a global network of 30+ delegates through in-person summits, networking sessions, and collaborative work across diverse professional and cultural backgrounds.

www.instagram.com

Delegate – AIESEC Future Leaders 2024

View documentation and project details on www.instagram.com.

Supported the Academic Affairs Division of HMTT Telkom University as an intern, contributing to the planning and execution of academic programs designed to enhance student learning and skill development.

• Assisted in managing 3-4 academic programs including seminars and bootcamps, reaching 100–200 student participants across events.
• Handled end-to-end operational support across 10+ execution workstreams covering registration, documentation, timeline management, and on-site logistics.
• Contributed to promotional strategies and audience engagement efforts, driving an estimated 20%+ uplift in participation rate across academic initiatives.

Managed public relations and strategic communications for Youth Ranger Indonesia, driving community engagement and brand visibility across regional empowerment programs.

• Supported communications for 6+ community programs, reaching audiences across 3-5 channels including social media and regional media platforms.
• Built and maintained stakeholder relationships with 10+ media contacts, community leaders, and partners to secure advocacy and advance high-impact youth empowerment initiatives.
• Architected integrated PR strategies that elevated organizational visibility, driving an estimated 30%+ growth in community engagement across West Java.

youthrangerindonesia.com

Public Relations Communication

View documentation and project details on youthrangerindonesia.com.

Bulut tabanlı uygulamalar için ölçeklenebilir ve güvenli kod yazıldı.

• Processed and validated 1,000+ daily records, implementing categorization and systematization protocols to maintain data accuracy and consistency.
• Produced 5+ analytical reports delivering trend analysis and actionable insights that directly supported data-driven decision-making within the department.
• Maintained structured documentation across 40+ activity logs, serving as an official record of data management progress throughout the internship.

riibse.center.telkomuniversity.ac.id

Yazılım Mühendisi

View documentation and project details on riibse.center.telkomuniversity.ac.id.

Selected as a recipient of the competitive IDCamp individual learning program by Indosat Ooredoo Hutchison, completing an intensive Machine Learning Engineering curriculum aligned with industry standards.

• Completed 100+ hours of end-to-end ML engineering curriculum covering data preprocessing, feature engineering, model development, optimization, and production deployment.
• Built and deployed a functional ML model as the program capstone, achieving evaluation scores that qualified for program graduation among a competitive awardee cohort.
• Gained hands-on proficiency across 5+ industry-standard Python ML libraries and workflows for building production-ready machine learning systems.

idcamp.ioh.co.id

Machine Learning Engineer Program

View documentation and project details on idcamp.ioh.co.id.

Volunteer for environmental improvement initiatives.

• Hands-on clean-up drives
• Implementing waste segregation systems
• Strategic community outreach and education

Logistics Coordinator managing the operational backbone of the event.

• Directing all logistical pillars (venue, equipment, transport)
• Orchestrating team coordination
• Efficient on-the-ground execution

Active member of the Machine Learning path at Google Developer Student Clubs (GDSC) Telkom University, engaged in continuous learning and collaborative project development within a Google-supported developer community.

• Contributed actively to 1-2 team-based ML projects, applying core concepts spanning regression, classification, and clustering to real-world problem-solving.
• Participated in 10+ technical workshops and hands-on training sessions covering industry-relevant ML skills and practical model development.
• Collaborated with 5+ peers across disciplines to build portfolio-grade solutions aligned with current industry standards.

g.dev

Machine Learning Path Member

View documentation and project details on g.dev.