Data Science & AI ExpertsVisit us: https://aspectivo.aiOur Portfolio: Picture recognition; big data insights; chatbot; CRM insights; customer journey reconstruction; customer life time value; customer retention; dashboard; data strategy; fleet analytics; forecasting; customer segmentation/persona refinement; lead scoring; measurement accuracy; modelling; monitoring; natural language processing; online/offline customer targeting; predictive maintenance; recommender systems; statistical data quality management; scenario calculation; competitor monitoring.

Project: Algorithm for automated interpretation of blood sample chromatograms (Biotech)• Conceptual design and implementation of algorithm• Testing and evaluation of algorithm• Risk analysis and end user documentationProject: Optimization of Smart Care algorithm (Care Sector)• Conceptual design of a ML-based challenger algorithm • Lean MVP implementation and benchmarking against champion algorithm• Evaluation of operations options with product developers and upper management

Boosting Amazon (Sales)Project: Identifying internal and external factors determining Amazon sales performance • Integration of internal and external data sources• Screening data for complex signals with optimization potential by means of ML-based pattern recognition3D scanner (Medical)Project: AI-driven optimizations for a body scanner• Conceptual design• Lean PoC implementation and benchmarking of performance against studiesInformation mining (HR)Project: Information mining in HR systems with Natural Language Processing• Conceptual design of solution• Scraping of competitor data• Lean implementation and deduction of actionable insights for upper management

Increasing online conversion (Marketing)Project: ML-based online personalization• Conceptual design ensuring economic performance and scalability• Development and launch of ML-solution in Microsoft Azure-cloud• Rollout into several countries in Asia and EuropeCustomer feedback from social media (Product management)Project: Comprehensive evaluation of social media channels and news• Extracting KPIs for brand perception and product feedback from social media channels and news• Reporting• Operations

Recommender systems for marketing & sales (Automotive)Project: AI incubator• Ideation, development, and rollout of 4 data science products: (1) lead generation, (2) customer retention, (3) online conversion, (4) customer targetingDevelopment of enabler services for AI Ops (Data & Technology)Project: AI Shared Services• Development und scale out of IT services (1) One-Click Data Quality Scan, (2) Global Smart Data Provisioning, and (3) Smart Targeting AICompetitor & market monitoring (Energy)Project: Competitor/market monitoring & forecasting• Automated monitoring of competitor/market information in online channels • Visualization in dashboard• Deduction of strategic recommendationsCharging infrastructure analysis (Mobility)Project: Analysis & assessment of electric charging infrastructure• Analysis, monitoring and visualization of electric charging infrastructure• Recording and monitoring of data from several data sources• Data cleansing• Evaluation & visualization

Customer journey reconstruction (Sales)Project: GDPR-compliant customer tracking technology• Conceptual design and PoC of a probabilistic customer tracking solution• Management workshopEV fleet analytics & strategy (Automotive)Project: Analysis of electric vehicle fleet data and deduction of strategic NBA• Stakeholder management• Clarification of data protection, IT security, and compliance topics• Import und preparation of data• Evaluation and deduction of scenarios• Presentation of results to upper managementChatbot optimization (Marketing)Project: Chatbot analysis & optimization• NLP-based analysis of customer interaction with chatbot• Optimization of chatbot intelligence• Deduction of tactical insights for business unitPersona refinement (Marketing)Project: Customer segmentation & persona refinement• Data integration from CRM, data cleansing, data analysis• Deduction of NBA and reporting

Data science consulting & pilot testing (Mobility)Project: Data Science Consulting Hub• Consulting services for business units• Conceptual design of data science solutions• Implementation and operations of big data solutions in On-Prem und cloud environments: (1) Online/Offline customer targeting, (2) Competitor monitoringCustomer targeting during product launch (Marketing)Project: Recommender systems for customer targeting based on online+CRM data• Conceptual design of a solution taking into account special legal requirements and data protection obligations• Development and support of international rollout

Scenario calculation (Climate & Environment)Project: Modelling and evaluation of environmental scenarios• Time series modelling for several scenarios• Time series analysis and assessment of resultsSoftware for evaluation of large data sets (High Performance Computing)Project: Data evaluation with HPC• Automated pattern recognition for particularly complex and large data sets based on a combination of big data and machine learning techniques

Time series analysis (Climate & Environment)Project: Time series analysis• Descriptive time series analysis• Process modelling & forecasting

HPC performance optimization (High Performance Computing)Project: Optimization of HPC-application• Parallelization and optimization of HPC simulation software• Performance testing

Fleet analytics (Aviation sector)Project: Evaluation of airborne fleet data• Data cleansing and evaluationExtension of maintenance intervals (Aviation sector)Project: Determining need for maintenance• Development of software allowing to extend maintenance intervals of measurement instrumentation

Predicting system outages (System operation)Project: Prediction of system outages by means of predictive maintenance• Development of software for recognition and prediction of system outages in a measurement network

Improving system stability (Research & Development)Project: Improvement of an airborne measurement instrument• Development of automated correction and evaluation software for a laser instrument

Improving measurement accuracy (Research & Development)Project: Improvement of measurement instrument• Development of software for recognition and correction of pictures from an optical measurement instrument