Swift-Tree DS

Swift-Tree DS This is a Data Science Consultancy group: Working on NLP && GIS projects, and Analytics.

08/21/2026

I parsed out all the food safety recipes for Ancient Imperial Roman cooking into my cooking app, I am planning on parsing the text of the Pilgrims cookbook.

As a single guy, girls give me a hard time about wanting food all the time and that I should learn to cook, so I am getting better at it.

Here is my progress so far I still have more work to do.

VitaTrack timer: runs complex medications (I have medications which cause withdrawal and complications of health and nut...
08/13/2026

VitaTrack timer: runs complex medications (I have medications which cause withdrawal and complications of health and nutrition, as well as cognitive decline during withdrawal that causes me to make reminders of important functions and habit tracking).

Fix Google Play Policy issue: Remove READ_MEDIA_IMAGES permission and switch to Photo Picker.

https://play.google.com/store/apps/details?id=com.nutritrack.officialv1.37.0 - Robust Persistence & Stats EngineFixed a ...
08/13/2026

https://play.google.com/store/apps/details?id=com.nutritrack.official

v1.37.0 - Robust Persistence & Stats Engine
Fixed a bug where daily totals might fail to reset or stats might be lost if the app wasn't open during the midnight transition. Implemented a new 'Harvest-then-Clear' engine that ensures every calorie log is counted in your weekly charts before being cleared from the daily diary.

v1.35.0 - Maintenance Tooling & Perfected Clock Logic
Introduced a 'Reset Statistics' tool in the sidebar to help users clear legacy timezone-shifted data. Refined the weekly boundary calculation to be 100% timezone-aware, ensuring Monday always starts on Monday.

v1.31.0 - Declarative Timezone Support
Introduced a declarative timezone dropdown in the Training Plan settings. This allows users to manually set their app timezone, ensuring food resets and fasting windows remain accurate regardless of device auto-detection quirks.

08/05/2026

There was some date-time issues on the NutriTrack App, android's OS can't easily detect date-time off of their built in API system for auto switch. I put a declarative date-time and a schedule reset button for the monthly food tracking. It's going live soon.

New Features✨ Full Feature Architecture🛡️ Diagnostic CoreSnap Meal Analyzer: Computer vision integration for food bloggi...
08/04/2026

New Features

✨ Full Feature Architecture
🛡️ Diagnostic Core
Snap Meal Analyzer: Computer vision integration for food blogging from photographs.

Mifflin-St Jeor Metabolic Engine: "Gold standard" BMR and TDEE calculation for precise caloric baseline determination.

US Navy Body Fat % Estimator: Circumference-based adiposity assessment for tracking body composition changes.

Concentric Daily Summary Rings: Real-time visual telemetry of Fat, Carb, and Protein saturation relative to performance targets.

⚡ Performance & Stimulant Tracking

Dual Stimulant Matrix: Dedicated tracking for Caffeine (mg) and Ni****ne (mg) to monitor cognitive load and autonomic nervous system stress.

Macro Tweak Calculator: Real-time calorie synchronization based on 9/4/4 cal/gram thermodynamic constants.

Daily Journal & Diary: Comprehensive log history with meal categorization (Breakfast, Lunch, Dinner, Snacks).

📅 Tactical Scheduling & Export

Fueling Schedule & Weekly Sync: Managed event-based fueling (Weightlifting, Biking, Running) with specific Pre-Load and Post-Load nutrient instructions.

12/8 and 5/2 Intermittant Fasting and Monthly Food Calendar: Monthly food calendar and fasting schedule for either option.

Diagnostics Compiler: Export formatted Markdown Reports or CSV Logs directly to local storage or shared platforms.

Calendar Synchronization: Integration settings for Google, iCloud, and Outlook calendars with Carb Load note export.

🏗️ Technical Specifications

Automatic Midnight Reset: Force-reset of daily totals at 00:00 local time to ensure "Foundational (Proactive)" nutrition discipline.

Client-Side Security: All diagnostics run strictly on-device to prevent unauthorized server leaks of biometric or nutritional records.

Native Waydroid Support: Optimized for high-performance ex*****on on Fedora and other Linux environments via Waydroid.

📖 Scientific Foundations & Sources

NutriTrack is architected upon the latest doctrinal standards for tactical athlete readiness and metabolic science.

📚 Primary Source Quotations

NSCA - National Strength & Conditioning Association
Source: Essentials of Tactical Strength and Conditioning (TSAC)

"Tactical athletes cannot be lumped into a single group... each tactical athlete’s demands are based on incredibly different job functions. Therefore, it is important to treat each athlete as an individual when it comes to thinking through nutrition needs."

"Employing optimal nutritional strategies in conjunction with good sleep hygiene can mitigate the deleterious effects of deployment and shift work on performance."

U.S. Army Manual FM 7-22

Source: Holistic Health and Fitness (H2F), Chapter 8: Nutritional Readiness

"Nutritional readiness is the ability to recognize, select, and consume the requisite food and drink to meet the physical and nonphysical demands of any duty or combat position, accomplish the mission and come home healthy."

"Proactive nutrition provides the foundation for baseline health and homeostasis... the proactive prevention of nutrition deficiency, chronic disease, and immune system compromise."

https://play.google.com/store/apps/details?id=com.nutritrack.official

v1.30 released soon:

Release notes:

•v1.27 (Stability & Layout):
◦UI Polish
◦Navigation
•v1.28 (Performance Scaling):
◦Dynamic Macros
◦Fasting Logic
•v1.29 (Fasting & Logging Fix):
◦Clock Sync
◦Workout Improvements
•v1.30 (Data Persistence - Major Fix):
◦Food Totals Fix
◦Local Time Engine

07/28/2026

Here is a video of my two apps working together in conjunction, I have production for both apps approved on the Google Store, and I will be using on a regular basis. I have my research materials cited in books in my github repositories. These programs are free in "developer" mode off of GitHub, but if you want a full production copy it's in Google Store for $10.00 for the weight lifting app and $8.00 for the food app.

Production approved on Google Play for benchmark tracking for weightlifting periodization.  My App Name:w-weight:
07/28/2026

Production approved on Google Play for benchmark tracking for weightlifting periodization. My App Name:

w-weight:

07/12/2026

complex medicine timers.

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