• me and my team celebrating third place at Hackvidia Arkavidia ITB
  • me holding my third-place medal and prize board
  • me and my teammates holding certificates and a trophy for a UI/UX competition that we won third place for!
  • me presenting the ExpertLink research collaboration platform banner with my teammate
  • me and my teammates presenting the Nusa Insight AI monitoring project
  • me and my friend, Indah, displaying both of our SISTECH certificates of excellence
  • me holding the second-place prize at Hackathon elevAIte Indonesia
  • me and my teammate receiving the Data Analysis Competition trophy
  • me and my team visiting the Google office for a competition final
  • me and my friend with our appreciation after got invited by HMDTIF FILKOM UB to be a guest speaker at their scholarship talks event
  • me after talking about competition experiences to hundreds of freshmen students at a student community event
  • me and the Nusa Insight team receiving second place on stage
  • me presenting Nusa Insight during the elevAIte hackathon final
  • me and my team holding a first runner-up data science award at a competition held by UKSW

hi, i'm zahra!

i'm an iOS developer building thoughtful iOS experiences at Apple Developer Academy, and an AI engineer creating practical systems for real-world problems.

Type against me and my friends!

GitHub activity

@miguroi
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Portfolio

Selected Projects

  1. Jatan AI damage assessment map interface
    Competition

    Jatan AI: A post-disaster bridge and road damage assessment platform for rapid infrastructure triage

    As AI/ML Engineer, I built a multi-task vision-language system combining SegFormer-B2 segmentation with Qwen3-VL reasoning for infrastructure damage assessment and severity scoring after flash floods.

    • PyTorch
    • Transformers
    • SegFormer-B2
    • DPT-Large
    • Qwen3-VL
    • LoRA
    • TRL
    • GRPO
    • W&B
    • FastAPI
    Duration
    1 month
    Team
    4 people
    1 Product Manager1 UI/UX Engineer1 Full-stack Engineer1 AI/ML Engineer
  2. Fiona AI financial report generator interface
    Contract

    Fiona AI: An autonomous AI consulting platform that turns business documents into financial workflows

    As AI/ML Engineer, I developed a multi-phase document pipeline that combines OCR and LLM extraction for receipts, bank statements, and invoices, then passes structured context through seven financial modules to generate a final financial report for businesses.

    • LangChain
    • LangGraph
    • OpenRouter
    • FastAPI
    • PyMuPDF
    • Pandas
    • OpenPyXL
    Duration
    7 months
    Team
    4 people
    1 Product Manager1 System Analyst & Full-stack Developer2 AI/ML Engineers
  3. Vocalize AI audio platform interface
    Contract

    Vocalize AI: An end-to-end music processing system for production-ready mastered tracks

    As Lead AI Engineer, I coordinated two ML engineers and architected the pipeline from vocal cleanup and voice conversion through final mastering, including the integration between AI, music, and backend services.

    • PyTorch
    • MSST
    • RVC
    • SVC
    • Librosa
    • FastAPI
    • RabbitMQ
    • Amazon S3
    • Docker
    Duration
    10 months
    Team
    5 people
    1 Product Manager1 Backend Developer1 Frontend Developer2 AI/ML Engineers
  4. AI Engagement Research detection interface
    Research

    AI Engagement Research: A real-time multimodal engagement detection platform from facial expressions and body movement

    As AI/ML Researcher, I developed a modular video pipeline that uses YOLOv8 for person and keypoint detection, head-based face regions, and a custom six-layer CNN to classify four engagement levels.

    • PyTorch
    • Ultralytics YOLO
    • Custom CNN
    • OpenCV
    • FastAPI
    • WebSockets
    • W&B
    Duration
    6 months
    Team
    5 people
    1 Network Engineer1 Full-stack Developer2 AI/ML Researchers1 Research Supervisor
  5. Santara AI claims assistant interface
    College

    Santara AI: A context-aware multi-agent RAG system with document-processing capabilities

    As AI/ML Engineer, I architected a LangGraph workflow with more than eight specialized agents for ambiguity detection, query rewriting, document grading, hallucination checks, calculations, and multi-turn memory.

    • LangGraph
    • LangChain
    • ChromaDB
    • OpenRouter
    • FastAPI
    • PyTesseract
    • PyPDF
    Duration
    1 month
    Team
    3 people
    1 Product Manager1 Full-stack Developer1 AI Engineer
  6. CareerPath recommendation interface
    Competition

    CareerPath: An end-to-end career and course recommendation platform

    As AI/ML Engineer, I developed a recommendation engine combining TF-IDF and cosine similarity for career-course alignment with K-means categorization and personalized career-, skill-, and course-based matching strategies.

    • scikit-learn
    • TF-IDF
    • Cosine Similarity
    • K-Means
    • FastAPI
    • Pandas
    • NLTK
    • spaCy
    • SQLAlchemy
    • Docker
    Duration
    2 months
    Team
    10 people
    2 Product Managers2 AI/ML Engineers2 UI/UX Designers2 Frontend Engineers2 Digital Marketers
  7. Nusa Insight social media analytics dashboard
    Competition

    Nusa Insight: A real-time social-media analytics platform for early warning and student-wellbeing intervention

    As Product Manager, I guided the development of an AI-powered monitoring platform that surfaces topic and sentiment signals from student social-media conversations to support evidence-based campus decisions.

    • Azure Functions
    • Azure AI Foundry
    • Azure OpenAI
    • Azure Container Apps
    • Cosmos DB
    • Blob Storage
    • Hugging Face
    • BERTopic
    • Rettiwt API
    Duration
    3 months
    Team
    4 people
    1 Product Manager2 AI Engineers1 Full-stack Engineer
  8. ExpertLink research collaboration platform
    Research

    ExpertLink: A research-collaboration platform connecting academics with industry professionals

    As Frontend Developer, I helped build the interface for discovering relevant experts and creating research collaborations between university researchers and industry partners.

    • React
    • TypeScript
    • Tailwind CSS
    • React Router
    • Axios
    • Lucide React
    Duration
    6 months
    Team
    4 people
    1 Product Manager1 Frontend Developer1 UI/UX Designer1 Backend Developer
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