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Innovating AI for a Smarter Future

DanSan TECH empowers businesses and researchers with AI-driven solutions, advancing healthcare, automation, and education through practical innovation.
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Sana Siddique
AI researcher
90%
efficiency
Annual goal $98,541 110%
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AI Researcher

About Sana Siddique

I’m Sana Siddique, an AI researcher and data science educator currently pursuing my Master’s in Artificial Intelligence at Bahçeşehir University, Istanbul. With over 5 years of experience teaching Python, data science, and machine learning to 5000+ students across universities and institutions, I specialize in building practical AI solutions in healthcare, automation, and education.

My research focuses on early breast cancer prediction using medical imaging, and I’m currently collaborating with Acibadem Hospital and publishing internationally, contributing to impactful advancements in artificial intelligence.

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OUR SERVICES

Empowering Innovation
Through AI Services

AI Consulting
Providing specialized research in healthcare, computer vision, NLP, and federated learning with practical AI-driven solutions.
Python Training
Delivering custom academic and industry-level workshops, teaching Python, data science, and machine learning effectively worldwide.
Curriculum Development
Designing AI, Python, and data science curricula tailored for universities and technical programs to ensure impactful learning.
AI Automation
Helping businesses automate workflows and internal operations with advanced AI agents for efficiency and productivity.
Marketing Automation
Building intelligent systems for LinkedIn outreach, content scheduling, and engagement pipelines tailored for startups and lean marketing.
Research Collaborations
Collaborating with labs and institutions on medical AI, multimodal learning, and early disease prediction research initiatives worldwide.
Guest Mentorship
Providing university talks, technical workshops, and one-on-one mentorships for students and professionals pursuing AI careers.

OUR PROJECTS

Transforming Ideas Into Impactful Projects

Breast Cancer Detection Project

Developed a deep learning pipeline using VGG16 and image enhancement to classify mammogram images with high accuracy.

Real-Time Fire Detection

Built a real-time fire detection system using YOLOv5 with multi-frame filtering, reducing false positives by thirty percent.

Complaint Prediction System

Fine-tuned BERT to classify customer complaints with 88% F1-score using preprocessing, REST APIs, and ETL pipelines.

Drone Robotics Workshops

Leading training in drone development and robotics in Turkey, teaching physics, control systems, and embedded coding.

MY RESEARCH

Innovative AI Research

  • Early breast cancer prediction using medical imaging
  • Collaborating with Acibadem Hospital on healthcare AI
  • Publishing international research in medical AI
  • Exploring multimodal learning for disease prediction
  • Advancing federated learning in healthcare applications
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Drone Workshops

Robotics and Drones Training

Currently leading hands-on training in drone development and robotics in Turkey, I focus on teaching physics, control systems, and embedded coding. These workshops are designed to bridge theoretical concepts with real-world applications, empowering students to gain a deeper understanding of robotics and drone technology.

By combining interactive sessions with practical exercises, participants learn how to build, program, and operate drones effectively. This approach not only strengthens their technical skills but also prepares them for future innovations in engineering and automation, fostering creativity, problem-solving, and confidence in applying robotics knowledge to real-life challenges.

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our blog

Read our latest blogs

Make your first chatbot!

Exploring chat format to build personalized chatbots for extended conversations and specialized task behaviors.
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Precautions for Using ResNet in CNNs

Integrating ResNet50 with pretrained CNNs, ensuring proper initialization, compilation, and stable feature extraction.
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Attention U-Net for Pancreas Detection

Researching CNNs and Attention U-Net for accurate medical image segmentation, improving efficiency and prediction.
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Breast ultrasound lesion segmentation

Dataset of 683 breast ultrasound images with expert annotations for lesion segmentation and tumor classification.
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Testimonials

Trusted by Clients

Sana’s AI consulting helped streamline our internal workflows. She delivered practical automation solutions that saved us countless hours, showing how applied AI research can directly transform business efficiency…
Dianne Russell Marketing Coordinator
Her one-on-one mentorship helped me switch my career to AI confidently. Sana’s structured guidance and motivation made learning enjoyable, equipping me with essential skills in Python, data science,…
Marian R. Vieira Social Media Manger
Working with Sana on marketing automation solutions was excellent. She designed intelligent pipelines that improved our LinkedIn outreach, saving time while significantly enhancing engagement and results for our…
Larry K. Lund Social Media Manger
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Connect with us for Assistance

Available for AI research and consulting, specializing in healthcare, computer vision, NLP, and federated learning. Offering Python and data science training, tailored workshops, and curriculum development designed for universities, institutions, and industry-level programs.

Open to research collaborations with labs or institutions, focused on medical AI, multimodal learning, and early disease prediction. Also available for guest lectures, technical workshops, and one-on-one mentorships in AI and data science careers.

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