3. Data, Science & AI

Constructs, transpiles, and executes quantum circuits on IBM Quantum hardware using Qiskit for scientific and AI research.

Configures and trains Rasa NLU pipelines for intent and entity extraction in conversational AI systems.

Generates operational dashboards for real-time KPI visualization and monitoring, enabling data-driven decision-making.

Provides demand forecasting using statistical and machine learning models to predict future product or service demand.

Controller skill for precise plasma etching processes enabling anisotropic nanostructure patterning with adjustable selectivity and profile control.

Automates demand forecasting using statistical models with automatic algorithm selection and accuracy tracking for precise predictions.

Enables causal reasoning through DAG construction, do-calculus application, and intervention effect estimation for data analysis.

Configures Arize Phoenix for monitoring, debugging, and evaluating large language model (LLM) performance and outputs.

Configures Haystack NLP pipelines for document processing and question answering, enabling efficient information retrieval and QA systems.

Analyzes CRISPR screen data to score gene essentiality using MAGeCK, enabling genome-wide functional genomics insights.

Systematically selects materials using Ashby methodology and performance indices for engineering applications.

Analyzes waiting line systems using queuing theory to evaluate performance metrics and suggest optimizations.

Automates data collection and metadata management from the Bluesky social platform through experimental orchestration.

Optimizes qubit mapping and routing for quantum hardware topologies to enhance circuit execution efficiency.

Correlates test outcomes with analytical predictions to validate models and enhance data-driven decision-making.

Provides dimensional tolerance analysis and stack-up calculation capabilities for mechanical engineering design validation.

Provides an interface to Maxima, an open-source computer algebra system for symbolic mathematics and equation solving.

Integrates physics engines for simulating rigid body dynamics and collision detection in computational physics applications.

Performs modal analysis, frequency response evaluation, and vibration characterization for mechanical systems using computational physics techniques.

Solves complex nonlinear optimization problems using advanced mathematical algorithms for scientific and engineering applications.

Designs simulation experiments to enable efficient scenario analysis and optimization in data-driven decision making.

Performs computational fatigue life assessment and durability prediction under cyclic loading conditions using engineering simulation methods.

Manages ligand exchange, bioconjugation, and functional group quantification in surface chemistry applications.

Conducts Gage R&R studies and variance component analysis for measurement system capability assessment in quality control.