Balvinder Singh Email & Phone Number

Bengaluru, Ka, In

Bangalore Urban, Karnataka, India

Developing and implementing use cases that leverage the power of large language models (LLMs) to drive efficiency in software development process. Currently focused on crafting innovative use cases and fine-tuning LLM models to enhance developer productivity and efficiency.

Bangalore Urban, Karnataka, India

Experience working with NLP techniques to process free form textual data. Developed recommendation engine to help troubleshoot failures in spacecraft test equipments using free text data recorded on failures along with solutions adopted over the years on test equipments. Evaluated models based on word vectors, LSA and LDA topics for this work.Developed predictive analytic model for tools/equipments used in aircraft assembly line to predict failure/Out-of-Tolerance condition. Applied proportional hazard model (PHM) technique to model survival probability in order to predict equipment level time to failure.

Bangalore

Worked with Collins Aerospace (United Technologies Co.) as data scientist in PHM organization.Experience in regression analysis, anomaly detection, classification and time series forecasting techniques. I have good experience in machine learning techniques such as Linear/Logistic regression, PCA, Decision Tree, Random Forest, SVM, Neural Networks, ARIMA/LSTM.Experience with data exploration and visualization using Python programming to analyze trends in field data, and derive insights on product performance in field.Experience with Minitab for basic statistical analysis such as Hypothesis testing, Normality Tests, Data transformation, process capability index and control charts.

Bangalore

Worked for GE Aviation –Services Engineering (Performance & Analytics) team where my job was to build data based analytical model for health/performance monitoring of aircraft engines using SAS JMP and R for Time on Wing (ToW) and shop cost studies. My job requires building analytic model, documenting and presenting the study to global stakeholders for acceptance.Experience with SQL scripting to access RDF data.Experience with data exploration and visualization using JMP package and R libraries.Analyze trends and generate insights to implement productivity and cost saving opportunities, using descriptive statistics.Develop UER (Unscheduled Engine Removal) predictive model for GE Aviation fleet using engine operational parameters.Perform exploratory analysis to identify important parameters affecting the occurrence of events in engines.

Bangalore, India

Prior Experience as Software Engineer in Engineering Domain.Experience in leading a team of C/C++, Qt & FORTRAN developers to develop mechanical design software applications.Experience in coordinating with teams based out of India, China, Germany and USA to develop operational strategies for process optimization and tools for GE’s Aviation and Renewable businesses at the R&D facility in India.Good command on Microsoft Visual Studio IDE, and source code configuration management using CVS & SVN systems.Experience in coding with C/C++ & Qt libraries to build intuitive user interface, and to model mechanical systems by customizing third party CAD application.Experience in coding with other programming languages such as Tcl/Tk, Fortran and Matlab to develop engineering design software applications.

M.Tech., Mechanical Engg.

Coursework, Statistics

Statistical Learning by Stanford University on Coursera. Certificate earned on April 8, 2016.

Coursework, Machine Learning

Machine Learning by Stanford University on Coursera. Certificate earned on July 10, 2016.

Bachelor Of Technology - Btech, Mechanical Engineering

Micro Masters, Artificial Intelligence & Machine Learning