Saurabh Bisht
- Role
- Data Scientist, Data and Decision Sciences at Microsoft
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Saurabh Bisht
Specialties: Applied Statistics - Time series analysis, regression, estimation…
Experience
Data Scientist, Data and Decision Sciences
May 2016 — Present
Engage with clients to identify business problems, define project scopes and delivery plans, and deliver solutions making use of techniques from the areas of applied statistics, optimization, machine learning and artificial intelligence. Machine Learning and AI Project areas- Predictive maintenance and optimization for mechanical systems Keywords: Internet-of-things (IoT), telemetry, energy smart buildings, manufacturing, HVAC, chiller, fault detection and diagnostics, discomfort prediction- Information retrieval, group similar text, text similarity matching Keywords: large scale named entity recognition (NER), locality sensitive hashing, text analytics, natural language processing (NLP), text standardization, classification, similarity scoring - Process efficiency improvement Keywords: process mining, text analytics, natural language processing (NLP), classification- Product demand forecasting Keywords: time series analysis, survival analysis, product life-cycle, Bass diffusion model- Network security Keywords: PCA, auto-encoders, generative adversarial networks- Early identification of changes in behavior Keywords: anomaly detection, time-series forecasting, classification- Responsible machine learning (ML) and model interpret-ability Not a project area but something used in all projects involving model building Application of tools to understand and communicate what a ML model has learned, to build trust and foster transparency.
Skills
- Algorithms
- Statistics
- C
- Mathematica
- Simulations
- R
- Signal Processing
- Analytics
- Matlab
- Latex
- Structural Analysis
- Unix Shell Scripting
- Dynamics
- C++
- Numerical Analysis
- Python
- Research
- Data Analysis
- Mathematical Modeling
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