Improving Human Activity Recognition for Elderly Care
Problem: noisy sensor data and weak feature representation reduced recognition accuracy.
Approach: advanced time-series feature engineering with statistical, spectral and nonlinear features.
Jovantys Consulting helps organizations build reliable data foundations, intelligent analytics and practical AI solutions that support smarter decisions, stronger operations and sustainable growth.
From fragmented data to intelligent systems, we combine engineering, analytics and AI to solve practical business problems.
Build and improve websites, software systems and technology foundations so your IT environment supports your business goals.
Connect, clean and automate data flows so information is reliable, accessible and ready to use.
Use intelligent algorithms to identify patterns, predict outcomes and support more confident decisions.
Turn operational data into clear dashboards, KPIs, reports and insights that reveal trends and opportunities.
A practical path from fragmented systems to dependable intelligence.
We bridge conventional technology services with advanced data engineering and AI-powered analytics, helping organizations create systems that generate value—not just reports.
Problem: noisy sensor data and weak feature representation reduced recognition accuracy.
Approach: advanced time-series feature engineering with statistical, spectral and nonlinear features.
Problem: large volumes of operational data without actionable insight.
Approach: automated pipelines, KPI dashboards and market/trend analysis.
Problem: costly legacy on-premises systems with limited scalability.
Approach: migration from on-prem SQL to Databricks and Azure SQL with optimized models and analytics.
Understand your goals, systems, data and constraints.
Design the right data, AI and technology approach.
Develop practical solutions with measurable milestones.
Move solutions into reliable operational environments.
Improve performance, adoption and long-term value.
Let's explore the opportunity and identify a practical path forward.