Hello Premrosh,
✅ I am currently working in Real Estate Data analysis (Statistics, Text, Image, Audio, Video, etc.) and visualization using Python also, developed lots of project since 2007. We have developed over 600 projects and research papers in the fields of NLP, Machine learning, artificial intelligence, networking and SEO-based web and mobile apps using Large Dataset, Cloud Data for Data Analysis that's includes in real estate, retail, food and beverage.
✅ The Project includes main features as
➡️Tailored Cover Letter: Highlight your experience with AI development, especially in real estate or similar industries. Address the specific requirements mentioned, such as natural language search, visual search, GIS integration, and predictive analytics.
➡️Portfolio/Case Studies: Include examples of past projects where you developed similar features like NLP pipelines, GIS integration, or predictive analytics.
➡️Credentials and Expertise: Mention any certifications, publications, or relevant achievements.
✅ The Technologies as
NLP Frameworks: SpaCy, TensorFlow (BERT-based models), or OpenAI APIs for advanced intent recognition.
Backend: Python with FastAPI or Flask for seamless integration.
Database: PostgreSQL with Elasticsearch for optimized query results.
Deep Learning Models: TensorFlow or PyTorch for feature extraction.
Image Processing: OpenCV for preprocessing and augmentation.
Storage: AWS S3 for image storage.
GIS Tools: Mapbox API, QGIS.