LAKSHMI R

1. Part of a project to add an AI component to automate a household appliance product.

• Was involved in data cleaning,data analysis and modelling using different ML algorithms.
• Have applied experience and knowledge in the signal processing field.
• Did research on time series and contributed transforms/ algorithms that increased the
  accuracy of the models.

2. Part of a project to develop an end to end AutoML product.

Role and responsibilities involved :

• Develop and maintain the module consisting of different visualizations, tables for evaluating and analyzing models. It also involves development and refactoring of code, fixing of bugs and
  reviewing of codes.
• Do research on open source ML libraries and algorithms, discuss with senior data scientists about the relevance and feasibility of integrating it to the product.
• Interact with back-end and front-end developers and testers for a smooth implementation of the designs and educating them about data science concepts wherever required.
• Maintain GitLab projects, setting up GitLab runners for the project.

3. Research on new technologies/ machine learning libraries/ research papers/. Discuss it with senior data scientists.

I have been working in the department of Aerospace Electronics and Systems Division (ALD)

• Was part of a project to develop advanced navigation and guidance system for aircrafts during landing, using computer vision techniques.
• My work was based on radio navigation signals ILS (Instrument Landing System) and VOR (VHF Omni-directional Range)
• I was involved in the reading of research papers, development and simulation of algorithms in MATLAB and C.
• I have also been doing small POCs related to time series signals.