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<urlset
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  <url>
    <loc>https://www.rashidignacio.tech/projects/hazardwatch</loc>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/061698e27988c705c111428868e91d0ce9a2d7d2-3322x2148.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>HazardWatch</image:title>
      <image:caption>HazardWatch — project by Rashid Ignacio</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/0a2984686c4963defa15f0d06f034d52809cbc81-1185x840.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Review Console</image:title>
      <image:caption>Review Console</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/86a6cdf1351f9f39cd16d053c072de6e7090de52-1190x862.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Analyze Review</image:title>
      <image:caption>Analyze Review</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/c6ddacae974459658caa3fce868d2cc87c090273-1187x832.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Ingest and Save</image:title>
      <image:caption>Ingest and Save</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/57cf6cbab552590132b2cd1738918e70060e251b-1177x852.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Ingest and Save Description</image:title>
      <image:caption>Ingest and Save Description</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/92c3fca7b1f2e3dc6300e578245ece97d9316d4c-1180x837.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Bulk Data Ingestion</image:title>
      <image:caption>Bulk Data Ingestion</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/3d4dc0775d5ca00f45578a48daf68a9b1e5aad36-1182x845.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Live Monitoring</image:title>
      <image:caption>Live Monitoring</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/7e2eb0004593dc8af39e2e3000ce4b89d41233ef-1192x881.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Product Monitor Descriptions</image:title>
      <image:caption>Product Monitor Descriptions</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/b547a332fe5a318de0e80363a466f30595113fd8-1187x772.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Product Monitor UI</image:title>
      <image:caption>Product Monitor UI</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/7949d128473f35a7d372e2a421c00542dd98930d-1183x822.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>API</image:title>
      <image:caption>API</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/6e7942184e5b7436d7bfa9dd938b4d311d439a01-1187x907.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>API Descriptions</image:title>
      <image:caption>API Descriptions</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.rashidignacio.tech/projects/intellishelf-smart-inventory-system</loc>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/ec802af87489e95f0dc85d239fa5aaceafc90d17-1907x1182.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>IntelliShelf | Smart Inventory System </image:title>
      <image:caption>IntelliShelf | Smart Inventory System  — project by Rashid Ignacio</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/79750162c62e1da21079aefcc2d13c8aac5c43b3-1877x1077.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>IntelliShelf dashboard showing real-time stock levels, low-stock alerts, and expiry warnings across all branches</image:title>
      <image:caption>IntelliShelf dashboard showing real-time stock levels, low-stock alerts, and expiry warnings across all branches</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/a25fe49183c36348b7282de823c0c878a1d3fa1b-1877x1082.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>IntelliShelf inventory list view displaying product names, quantities, expiry dates, and stock status per branch</image:title>
      <image:caption>IntelliShelf inventory list view displaying product names, quantities, expiry dates, and stock status per branch</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/8e2710d1ee9f7e782c5842c0e83428c7b8b3b4f2-1876x1072.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>IntelliShelf stock operations screen for adding, removing, and transferring stock between branches</image:title>
      <image:caption>IntelliShelf stock operations screen for adding, removing, and transferring stock between branches</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/2f6291ab4b36a0f1c01d0ef76d2f26892f8ce362-1890x1073.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>IntelliShelf branch management screen listing all registered branches with their current inventory summary</image:title>
      <image:caption>IntelliShelf branch management screen listing all registered branches with their current inventory summary</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/4eff47e92da62e7d9c97be6ff3994ad9267a2c3c-1877x1077.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>IntelliShelf notification center showing automated alerts for low-stock, expiring, and expired items</image:title>
      <image:caption>IntelliShelf notification center showing automated alerts for low-stock, expiring, and expired items</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/8b5f17df8efa5ecc4e8a36f0e1e4421de9b96b32-1877x1066.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>IntelliShelf reports page with Excel and PDF export of inventory data filtered by branch and date range</image:title>
      <image:caption>IntelliShelf reports page with Excel and PDF export of inventory data filtered by branch and date range</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/56ab4a572cc9e66817bce577f42102f660413681-1871x1072.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>IntelliShelf user management screen showing role assignments for admin, manager, and staff with access controls</image:title>
      <image:caption>IntelliShelf user management screen showing role assignments for admin, manager, and staff with access controls</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/cd95b0f07af2e60da2210a3e53fd05f2e70a3458-1865x1067.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>IntelliShelf audit log showing a tamper-evident history of all stock actions performed by staff members</image:title>
      <image:caption>IntelliShelf audit log showing a tamper-evident history of all stock actions performed by staff members</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.rashidignacio.tech/projects/tuklas-missing-and-unidentified-persons-information-system</loc>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/cbb4de117649b639f00c8b35a5bca75a70723555-1861x1075.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>TUKLAS | Missing &amp; Unidentified Persons Information System</image:title>
      <image:caption>TUKLAS | Missing &amp; Unidentified Persons Information System — project by Rashid Ignacio</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/59a9a2e58eafea9e209b621ca70cae000ed43f2b-1920x1080.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>TUKLAS case list showing reported missing and unidentified persons cases across Baguio City barangays</image:title>
      <image:caption>TUKLAS case list showing reported missing and unidentified persons cases across Baguio City barangays</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/74a64d977652212d05d02021fbffb67747a20f08-1920x1080.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>TUKLAS public report submission form for filing a new missing person case with photo upload</image:title>
      <image:caption>TUKLAS public report submission form for filing a new missing person case with photo upload</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/3562cf99a7d92ff91a19643d130728b93fcf3b0d-1920x1080.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>TUKLAS digital intake forms for entering missing person details including physical description and last known location</image:title>
      <image:caption>TUKLAS digital intake forms for entering missing person details including physical description and last known location</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/dd88754be21a9f2ad40ea6da9ad8cba271d7ff72-1920x1080.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>TUKLAS geospatial map view plotting missing persons case locations across all 128 barangays of Baguio City</image:title>
      <image:caption>TUKLAS geospatial map view plotting missing persons case locations across all 128 barangays of Baguio City</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/d84969878055bf195455b06c3619669827d3a586-1920x1080.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>TUKLAS secure login screen for barangay staff and admin access with role-based authentication</image:title>
      <image:caption>TUKLAS secure login screen for barangay staff and admin access with role-based authentication</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/d2338ca7704b171cba93b7b720008b47598e0343-1920x1080.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>TUKLAS overview dashboard showing total active cases, resolved cases, and recent activity across Baguio City</image:title>
      <image:caption>TUKLAS overview dashboard showing total active cases, resolved cases, and recent activity across Baguio City</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/0ea414e3d139ded4cd43e4a8f9b410da080bfd40-1920x1080.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>TUKLAS pending cases queue showing unverified missing and unidentified persons reports awaiting staff review</image:title>
      <image:caption>TUKLAS pending cases queue showing unverified missing and unidentified persons reports awaiting staff review</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/15bc1d61c152e6b7d0eed7a79aa59a38d1a5526c-1920x1080.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>TUKLAS automated case matching results showing ranked similarity scores between missing and unidentified persons using TF-IDF and Haversine distance</image:title>
      <image:caption>TUKLAS automated case matching results showing ranked similarity scores between missing and unidentified persons using TF-IDF and Haversine distance</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/f538bc8aecb5c5b3d36c7a35d4ece2f85a6117ac-1920x1080.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>TUKLAS match confirmation screen where staff review and verify potential matches between missing and unidentified persons cases</image:title>
      <image:caption>TUKLAS match confirmation screen where staff review and verify potential matches between missing and unidentified persons cases</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.rashidignacio.tech/projects/centralized-branch-pos-and-inventory-management-system</loc>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/a95bdc906a6d4f6039c9157b665f6960b884c2ad-1918x1086.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Centralized Branch, POS, &amp; Inventory Management System</image:title>
      <image:caption>Centralized Branch, POS, &amp; Inventory Management System — project by Rashid Ignacio</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/a1f8056132e1a737b5ed6afc961aee91d2d14398-1920x1080.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Centralized Branch POS analytics dashboard showing total sales, transaction counts, peak hours, and branch performance comparison</image:title>
      <image:caption>Centralized Branch POS analytics dashboard showing total sales, transaction counts, peak hours, and branch performance comparison</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/7bfe613c38796bfddc4b251fd87e1845a26b48d0-1920x1080.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Dish management screen showing menu items with recipe costing, ingredient links, and portion sizes across branches</image:title>
      <image:caption>Dish management screen showing menu items with recipe costing, ingredient links, and portion sizes across branches</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/c6dc4f5a884101a406d9cefee296a9d4ce1532a1-1920x1080.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Dish transfer screen where the central kitchen sends prepared portions to specific branches, updating stock levels in real time</image:title>
      <image:caption>Dish transfer screen where the central kitchen sends prepared portions to specific branches, updating stock levels in real time</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/0e4d8db7513dc68c0b9ecd8047a497fdd5148583-1920x1080.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Inventory management screen showing raw ingredient stock levels with automated deductions triggered by sales transactions</image:title>
      <image:caption>Inventory management screen showing raw ingredient stock levels with automated deductions triggered by sales transactions</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/95aaaf4f8f3db0ffb0646f514c29cb63693785bd-1920x1080.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Point of sale interface used by cashiers to process food orders with automatic ingredient deduction from inventory</image:title>
      <image:caption>Point of sale interface used by cashiers to process food orders with automatic ingredient deduction from inventory</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/e866ac36b3c8a243c3571fd894c1ed94690d51b1-1920x1080.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Sales reports page showing daily, weekly, and monthly revenue totals, average spend per transaction, and peak sales days</image:title>
      <image:caption>Sales reports page showing daily, weekly, and monthly revenue totals, average spend per transaction, and peak sales days</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/b4dcb3637314b58a0d81a3ff62251ff7c427de12-1920x1080.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>User management screen with role-based access control assigning Admin, Manager, and Cashier permissions across branches</image:title>
      <image:caption>User management screen with role-based access control assigning Admin, Manager, and Cashier permissions across branches</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.rashidignacio.tech/projects/barangay-58-digital-service-portal</loc>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/37005756b298bdbdbf443d2e27e89281f400dea8-1843x1105.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Barangay 58 Digital Service Portal</image:title>
      <image:caption>Barangay 58 Digital Service Portal — project by Rashid Ignacio</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/722aa3ee151fe877a5765abd5480103f4ad1cd69-1851x1105.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Barangay 58 digital service portal showing online document request forms for barangay certificates and clearances</image:title>
      <image:caption>Barangay 58 digital service portal showing online document request forms for barangay certificates and clearances</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/16dade88c1bfce6be3bbefc4b2a1c89ebd79db86-1869x1085.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Barangay 58 admin dashboard displaying pending, approved, and rejected document requests with resident management tools</image:title>
      <image:caption>Barangay 58 admin dashboard displaying pending, approved, and rejected document requests with resident management tools</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/874e1543abaa087bb8ee808623ef09f209e3b548-1849x1109.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Barangay 58 demographic analytics page with Chart.js visualizations showing gender distribution and age bracket breakdown of registered residents</image:title>
      <image:caption>Barangay 58 demographic analytics page with Chart.js visualizations showing gender distribution and age bracket breakdown of registered residents</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/573637a57d500a8ab30abd3c41aad2146323f3d0-1920x2638.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Barangay 58 events and announcements manager where admins post community news, upcoming meetings, and local government programs</image:title>
      <image:caption>Barangay 58 events and announcements manager where admins post community news, upcoming meetings, and local government programs</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.rashidignacio.tech/projects/diabetes-prevalence-and-risk-factor-analysis</loc>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/bd3dc490086555372373c8d6801c7df29ab3c136-1223x944.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Diabetes Prevalence &amp; Risk Factor Analysis</image:title>
      <image:caption>Diabetes Prevalence &amp; Risk Factor Analysis — project by Rashid Ignacio</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/7133254dca71496f0355a5111f19e822000c787a-1245x961.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Diabetes Risk Factor Analysis Power BI dashboard — Lifestyle tab showing smoking prevalence, fruit and vegetable intake, and physical activity correlations with diabetes diagnosis across 76,000 cases</image:title>
      <image:caption>Diabetes Risk Factor Analysis Power BI dashboard — Lifestyle tab showing smoking prevalence, fruit and vegetable intake, and physical activity correlations with diabetes diagnosis across 76,000 cases</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/7001ef57f794e87836bac8c7494e558962f728d7-1245x967.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Diabetes Risk Factor Analysis Power BI dashboard — Clinical tab showing BMI, blood pressure, and cholesterol risk stratification with an 83% lower risk profile for patients with all-normal biomarkers</image:title>
      <image:caption>Diabetes Risk Factor Analysis Power BI dashboard — Clinical tab showing BMI, blood pressure, and cholesterol risk stratification with an 83% lower risk profile for patients with all-normal biomarkers</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/b45a0f9053f883b071b72b540a33c85413141a1f-1250x968.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Diabetes Risk Factor Analysis Power BI dashboard — Socio-demographics tab showing age, education, and income intersectionality with elderly low-income low-education group at 223% above-average diabetes risk</image:title>
      <image:caption>Diabetes Risk Factor Analysis Power BI dashboard — Socio-demographics tab showing age, education, and income intersectionality with elderly low-income low-education group at 223% above-average diabetes risk</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.rashidignacio.tech/projects/malaria-patient-analytics-and-diagnostic-predictive-modeling</loc>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/eb305cd809686c4d831d6883708f35a8f5ebeb5b-1920x1297.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Malaria Patient Analytics &amp; Diagnostic Predictive Modeling</image:title>
      <image:caption>Malaria Patient Analytics &amp; Diagnostic Predictive Modeling — project by Rashid Ignacio</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/383b2e052a63a44c02923883d182e80a09ee4711-1920x1297.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Malaria Predictive Modeling Power BI dashboard — Diagnostic Insights tab showing 94.61% model accuracy, symptom weight analysis with chest pain and dizziness as top predictors, and actual vs. predicted diagnosis comparison across 1,622 patients</image:title>
      <image:caption>Malaria Predictive Modeling Power BI dashboard — Diagnostic Insights tab showing 94.61% model accuracy, symptom weight analysis with chest pain and dizziness as top predictors, and actual vs. predicted diagnosis comparison across 1,622 patients</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.rashidignacio.tech/projects/covid-19-global-and-regional-surveillance-dashboard-2020</loc>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/f4cae2ed6b02cdb3b176c9c33f0d41cc5d12a728-1546x867.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>COVID-19 Global &amp; Regional Surveillance Dashboard (2020)</image:title>
      <image:caption>COVID-19 Global &amp; Regional Surveillance Dashboard (2020) — project by Rashid Ignacio</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/f26ed258baecf347a122caa0600073ccf35686b9-1546x934.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>COVID-19 Surveillance Power BI dashboard — Southeast Asia regional view showing infection growth curves for Indonesia, Philippines, and Singapore with the April 2020 inflection point and regional recovery rate tracking</image:title>
      <image:caption>COVID-19 Surveillance Power BI dashboard — Southeast Asia regional view showing infection growth curves for Indonesia, Philippines, and Singapore with the April 2020 inflection point and regional recovery rate tracking</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.rashidignacio.tech/projects/philippines-weather-insights-patterns-and-extremes-2000-2020</loc>
    <image:image>
      <image:loc>https://cdn.sanity.io/images/4ioyk7ye/production/fdc1e8656edcc583850b2f64ead0b1e3b9728642-1623x908.png?auto=format&amp;fit=max&amp;w=1200&amp;q=85</image:loc>
      <image:title>Philippines Weather Insights: Patterns and Extremes (2000–2020)</image:title>
      <image:caption>Philippines Weather Insights: Patterns and Extremes (2000–2020) — project by Rashid Ignacio</image:caption>
    </image:image>
  </url>
</urlset>