Mangaluru: Young Mangaluru Doctor, Dr. Maryam Shabeeha, who is one among the frontline Corona Warriors fighting the deadly Corona Virus right from the very beginning of her career as a professional Doctor, believes that the pandemic is one of the biggest challenges of the medical field, but she also opines that there is no need to panic about the virus.

Her mantra in treating the COVID-19 patients so far has been being friendly with the patients and she thinks that being friendlier with the patients helps them find their lost confidence back.

Dr. Maryam Shabeeha, daughter of Mohammad Ismail Paper Godown, and Zainabi, residents of Padil in Puttur is serving at the District Wenlock Hospital in Mangaluru. Her family is famously known as Paper Godown in the Puttur region. She completed her medical education at the Yenepoya Medical College in the city and started her medical career with treatments of Corona patients. With a firm will to serve the people along with her father’s support, she attended the interview at the District Hospital and was selected to treat the Corona patients.

Shabeeha joined the team of doctors handling COVID cases on April 15 and has since been serving at the hospital as frontline Corona Warrior with pride and courage.

“The Wenlock Hospital had only a small number of infected patients and a few suspected patients when I joined. Now, the number is increasing. The frontline Corona Warriors are facing a lot of pressure as well. Each one of us has to work for a minimum of six hours a day, six days a week,” she said while calling the treatment of Corona patients a rare opportunity to serve people.

“Corona is a pandemic, but most patients show no symptoms of the virus. They are more in a sort of stupor because they are not allowed to meet their relatives at the hospitals during the month-long period of repurification. Their level of confidence falls gradually. It then becomes the responsibility of the doctors to not just perform their duty of service but also treat the patients with friendliness,” she stressed and added that the symptomatic patients are counseled to give them the confidence to overcome the battle against the virus.

“Since we wear PPE kits during treatment, the patients do not get to see our faces. They recognize us only through our styles of speaking and friendly talk. The patients ask us if we will come on beat the next day too. For a doctor, having such a relationship with patients is very important,” Dr. Sabeeha reminisced.

“My father, who had wished to see me as a doctor even before I did, is my role model. He had a desire to see patients get free medical service, which inspired me as a child to dream of becoming a doctor. Unlike my father who supported my decision to attend the interview at Wenlock Hospital, my mother was worried when she learned of my selection to the COVID Division. Now, however, she too has been convinced that the work I do is very dangerous” Shabeeha said.

“A disease or health problem may develop in our society at any time, giving rise to panic. Serving as a doctor during general conditions and during a crisis are very different. I decided to work in the COVID Division to experience the difference” she explained.

Dr. Sabeeha hopes to continue her career after Corona in the primary health centers in rural areas.

 

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TraceX Labs has announced the launch of GEOX AI, an advanced artificial intelligence platform capable of identifying the real-world location where a photograph or video was taken using only the visual content within the media.

Positioned as an enterprise-grade intelligence solution, GEOX AI leverages advanced computer vision and multi-agent AI to analyze pixel-level details such as architecture, road patterns, vegetation, signage, lighting, and environmental context. By interpreting these visual clues, the system can estimate—and in many cases precisely determine—the origin of an image or video.

AI-Powered Geolocation Intelligence

Marketed under the concept of “Locate Anywhere From Any Image,” GEOX AI is designed for intelligence operations where speed, accuracy, and reliability are critical. The platform currently supports:

  • 400+ analyses available
  • <10 seconds average response time
  • Up to 99% accuracy on landmark-based identification
  • Global coverage across diverse terrains and environments

Core Capabilities

GEOX AI integrates multiple intelligence features into a single platform:

  • Precise Geolocation:
    Identifies exact geographic coordinates using visual landmarks, architecture, vegetation, and cultural indicators.
  • Satellite Map View:
    Results are plotted on live satellite imagery with 2D/3D viewing options and multiple map styles for deeper analysis.
  • AI Reasoning Analysis:
    Provides a detailed explanation of how the system arrived at a conclusion, including confidence scoring.
  • Multi-Result Analysis:
    Returns multiple possible locations ranked by confidence, enabling cross-verification.
  • Intelligence PDF Export:
    Allows one-click generation of professional reports containing maps, coordinates, analysis, and structured findings.
  • Credit-Based Access:
    Agencies are allocated credits, with each analysis consuming one credit. Additional credits can be requested directly.

Speed Meets Intelligence

GEOX AI is designed to balance rapid processing with analytical depth:

  • Fast Mode: Delivers results within seconds for clear and high-context images
  • Advanced Mode: Performs deeper multi-step analysis for complex or ambiguous visuals
  • Built for real-time decision-making in high-pressure environments

How GEOX AI Works

The platform follows a simple and efficient workflow:

  1. Upload any image or video frame
  2. AI analyzes visual clues such as structures, terrain, and environment
  3. The system identifies location with coordinates, confidence score, and reasoning
  4. Results are displayed on an interactive satellite map
  5. Export a professional intelligence report in one click

A Breakthrough for Investigations

GEOX AI is expected to have wide-ranging applications across multiple domains:

  • Tracking the origin of images from social media and open sources
  • Supporting digital forensics and cyber investigations
  • Assisting law enforcement and intelligence operations
  • Helping journalists and OSINT analysts verify visual content
  • Providing support in missing person cases and threat intelligence scenarios

Enterprise Access and Deployment

GEOX AI is available to verified law enforcement agencies, intelligence organizations, and authorized enterprises. Access is provided through a structured system where organizations can request credentials and define their operational use cases.

Interested users can request access via tracexlabs.com or contact contact@tracexlabs.com, with response times typically within 24–48 hours.

Privacy Debate Intensifies

The launch of GEOX AI has also sparked renewed discussion around digital privacy. By demonstrating how location data can be extracted purely from visible elements within images, the platform highlights the potential risks associated with sharing photos online without considering what those visuals may reveal.

Conclusion

With GEOX AI, TraceX Labs is entering the rapidly evolving geolocation intelligence space with a platform that combines speed, precision, and real-world usability. As artificial intelligence continues to advance, tools like GEOX AI are expected to play a critical role in shaping the future of investigations, security, and digital intelligence.