Scholytics Consulting
Data & AI Research
Providing AI-powered data science solutions for cross-domain academic research.
Portfolios
ESG Newsman: Temporal Prediction on Multiligual News with Transformer
Our research employs cutting-edge Natural Language Processing (NLP) technologies to construct our strong pipeline to perform semantic comprehension on ESG news and events in multiple languages by innovatively constructing AI model and text processing pipeline, generating temporal insights for policy-makers. The project outcome is published at ACL Anthology as an academic paper.
Technology Stack
#Natural Language Processing #Semantic Comprehension #Machine Translation #Text Segmentation
ESG Newsman: Temporal Prediction on Multiligual News with Transformer
Our research employs cutting-edge Natural Language Processing (NLP) technologies to construct our strong pipeline to perform semantic comprehension on ESG news and events in multiple languages by innovatively constructing AI model and text processing pipeline, generating temporal insights for policy-makers. The project outcome is published at ACL Anthology as an academic paper.
Technology Stack
#Natural Language Processing #Semantic Comprehension #Machine Translation #Text Segmentation
EmergEye: AI-Based Car Accident Detection System
Traffic accidents, particularly in rural areas, often go unnoticed, resulting in delayed emergency response, increased fatalities. EmergEye addresses this issue by leveraging computer vision and real-time video analytics to monitor CCTV footage for accident detection. By combining AI-powered image recognition with automated alert systems, EmergEye identifies accidents as they occur, reducing response times and potentially saving lives.
Technology Stack
#Computer Vision #Image Analysis #Visual Segmentation
EmergEye: AI-Based Car Accident Detection System
Traffic accidents, particularly in rural areas, often go unnoticed, resulting in delayed emergency response, increased fatalities. EmergEye addresses this issue by leveraging computer vision and real-time video analytics to monitor CCTV footage for accident detection. By combining AI-powered image recognition with automated alert systems, EmergEye identifies accidents as they occur, reducing response times and potentially saving lives.
Technology Stack
#Computer Vision #Image Analysis #Visual Segmentation
Arctic Watch: Forecast the Sea Ice with geospatial intelligence.
The Arctic Ice Project (AIP) aims to slow Arctic sea ice melting using Surface Albedo Management (SAM) technology, which enhances ice brightness. This solution develops AI models to link albedo with ice thickness and concentration. We apply computer vision technology and deep learning model for six-month predictions. These AI models offer stakeholders a decision-support tool to design Arctic climate strategies.
Technology Stack
#Computer Vision #Image Generation #Time Series Modeling
Arctic Watch: Forecast the Sea Ice with geospatial intelligence.
The Arctic Ice Project (AIP) aims to slow Arctic sea ice melting using Surface Albedo Management (SAM) technology, which enhances ice brightness. This solution develops AI models to link albedo with ice thickness and concentration. We apply computer vision technology and deep learning model for six-month predictions. These AI models offer stakeholders a decision-support tool to design Arctic climate strategies.
Technology Stack
#Computer Vision #Image Generation #Time Series Modeling
Carbon AIQ: Unified Intelligence for Voluntary Carbon Offset Markets
Working with the Berkeley Carbon Trading Project, we developed a centralized platform to unify and analyze data from multiple voluntary carbon offset registries. This platform streamlines data ingestion, harmonizes disparate datasets, leverages AI-driven project classification, and delivers actionable insights through advanced geospatial and temporal analytics.
Technology Stack
#Cloud Infrastructure #ETL Pipelines #Database Design #Natural Language Processing
Carbon AIQ: Unified Intelligence for Voluntary Carbon Offset Markets
Working with the Berkeley Carbon Trading Project, we developed a centralized platform to unify and analyze data from multiple voluntary carbon offset registries. This platform streamlines data ingestion, harmonizes disparate datasets, leverages AI-driven project classification, and delivers actionable insights through advanced geospatial and temporal analytics.
Technology Stack
#Cloud Infrastructure #ETL Pipelines #Database Design #Natural Language Processing
Portfolios
ESG Newsman: Temporal Prediction on Multiligual News with Transformer
Our research employs cutting-edge Natural Language Processing (NLP) technologies to construct our strong pipeline to perform semantic comprehension on ESG news and events in multiple languages by innovatively constructing AI model and text processing pipeline, generating temporal insights for policy-makers. The project outcome is published at ACL Anthology as an academic paper.
Technology Stack
#Natural Language Processing #Semantic Comprehension #Machine Translation #Text Segmentation
EmergEye: AI-Based Car Accident Detection System
Traffic accidents, particularly in rural areas, often go unnoticed, resulting in delayed emergency response, increased fatalities. EmergEye addresses this issue by leveraging computer vision and real-time video analytics to monitor CCTV footage for accident detection. By combining AI-powered image recognition with automated alert systems, EmergEye identifies accidents as they occur, reducing response times and potentially saving lives.
Technology Stack
#Computer Vision #Image Analysis #Visual Segmentation
Arctic Watch: Forecast the Sea Ice with geospatial intelligence.
The Arctic Ice Project (AIP) aims to slow Arctic sea ice melting using Surface Albedo Management (SAM) technology, which enhances ice brightness. This solution develops AI models to link albedo with ice thickness and concentration. We apply computer vision technology and deep learning model for six-month predictions. These AI models offer stakeholders a decision-support tool to design Arctic climate strategies.
Technology Stack
#Computer Vision #Image Generation #Time Series Modeling
Carbon AIQ: Unified Intelligence for Voluntary Carbon Offset Markets
Working with the Berkeley Carbon Trading Project, we developed a centralized platform to unify and analyze data from multiple voluntary carbon offset registries. This platform streamlines data ingestion, harmonizes disparate datasets, leverages AI-driven project classification, and delivers actionable insights through advanced geospatial and temporal analytics.
Technology Stack
#Cloud Infrastructure #ETL Pipelines #Database Design #Natural Language Processing
Our Services
Our Services
Data Science Strategy Formulation
Data Science Strategy Formulation
Data Science Strategy Formulation
Data Science Strategy Formulation
Data Science Strategy Formulation
Data Solutions Implementation
Data Solutions Implementation
Data Solutions Implementation
Data Solutions Implementation
Data Solutions Implementation
Data Engineering and Pipeline
Data Engineering and Pipeline
Data Engineering and Pipeline
Data Engineering and Pipeline
Data Engineering and Pipeline
Data Visualization and Reporting
Data Visualization and Reporting
Data Visualization and Reporting
Data Visualization and Reporting
Data Visualization and Reporting
Custom AI & Data Modeling Solutions
Custom AI & Data Modeling Solutions
Custom AI & Data Modeling Solutions
Custom AI & Data Modeling Solutions
Custom AI & Data Modeling Solutions
Data Science Skills Training
Data Science Skills Training
Data Science Skills Training
Data Science Skills Training
Data Science Skills Training
Data Science Strategy
Data Science Strategy
Data Science Strategy
Data Science Strategy
Data Science Strategy
Solutions Implementation
Solutions Implementation
Solutions Implementation
Solutions Implementation
Solutions Implementation
Engineering and Pipeline
Engineering and Pipeline
Engineering and Pipeline
Engineering and Pipeline
Engineering and Pipeline
Visualization and Reporting
Visualization and Reporting
Visualization and Reporting
Visualization and Reporting
Visualization and Reporting
Custom AI & Data Modeling
Custom AI & Data Modeling
Custom AI & Data Modeling
Custom AI & Data Modeling
Custom AI & Data Modeling
Data Science Skills Training
Data Science Skills Training
Data Science Skills Training
Data Science Skills Training
Data Science Skills Training
Data Science Strategy Formulation
Data Science Strategy Formulation
Data Science Strategy Formulation
Data Science Strategy Formulation
Data Science Strategy Formulation
Data Solutions Implementation
Data Solutions Implementation
Data Solutions Implementation
Data Solutions Implementation
Data Solutions Implementation
Data Engineering and Pipeline
Data Engineering and Pipeline
Data Engineering and Pipeline
Data Engineering and Pipeline
Data Engineering and Pipeline
Data Visualization and Reporting
Data Visualization and Reporting
Data Visualization and Reporting
Data Visualization and Reporting
Data Visualization and Reporting
Custom AI & Data Modeling Solutions
Custom AI & Data Modeling Solutions
Custom AI & Data Modeling Solutions
Custom AI & Data Modeling Solutions
Custom AI & Data Modeling Solutions
Data Science Skills Training
Data Science Skills Training
Data Science Skills Training
Data Science Skills Training
Data Science Skills Training
Core Members
Contact Us
Roxy Rong
University of California, Berkeley
roxy.rong@scholyticsconsulting.com
Roxy Rong
University of California, Berkeley
roxy.rong@scholyticsconsulting.com
Raphael Yang
University of California, Berkeley
raphael.yang@scholyticsconsulting.com
Raphael Yang
University of California, Berkeley
raphael.yang@scholyticsconsulting.com
Contact Us
Contact Us
Core Members
Roxy Rong
University of California, Berkeley
roxy.rong@scholyticsconsulting.com
Co-Founder
Raphael Yang
University of California, Berkeley
raphael.yang@scholyticsconsulting.com
Co-Founder