Barath Kumar Shanmugam Email & Phone Number

Bengaluru, Karnataka, India

- Developing prognostic models for Pratt & Whitney Canada Engines - PT6A- Data Transformation, Feature Engineering & Signal Processing Techniques.

Bengaluru, Karnataka, India

- Developing prognostics and health monitoring (PHM) solutions with machine learning & physics based analytics for commercial & business fleets. - The developed modes significantly reduced unscheduled maintenance, saving time and costs for airlines by 60% globally.- Developed model for Engine bleed systems(HPV, PRV), VFSG, CMSC (Motor controller), Cooling systems, Control surfaces (Flaps, Aileron, Rudder, Spoilers) hydraulic systems, Various Air conditioning systems(Ram door actuator… Show more - Developing prognostics and health monitoring (PHM) solutions with machine learning & physics based analytics for commercial & business fleets. - The developed modes significantly reduced unscheduled maintenance, saving time and costs for airlines by 60% globally.- Developed model for Engine bleed systems(HPV, PRV), VFSG, CMSC (Motor controller), Cooling systems, Control surfaces (Flaps, Aileron, Rudder, Spoilers) hydraulic systems, Various Air conditioning systems(Ram door actuator, CAC, RAF, ACM) , Nacelle (TR).- Analyzing/Interpreting the data for trend, seasonality, pattern or feature recovery.- Developed Databricks automated notebooks for feature Engineering & Performance metrics tuning, which reduced the development time by 40%.- Cross team Collaboration with various BUs & SMEs for the diagnostic study.- Successfully filed and secured 5 trade secrets, including: a. Method for De-seasonalizing the discrete non - stationary time series data b. Failure Prediction Model for Motor Controller c. Ram door actuator fault prediction physics & ML model d. HPV Prediction Model Show less

Bengaluru, Karnataka, India

Rotation 1 & 2 - Trained a regression model for historical stress output for PDOS actuator with DOE approach. The model predicts the preliminary design architecture while fulfilling the given stress & design requirement - GEC Advanced Structures BU, Actuations, Bengaluru, IndiaRotation 3 & 4 - Developed a physics based prognostic analytic model (Completed DP3.5 & Gate 4 level reviews), - GEC Connected Aviation Solutions BU, Data Analytics, Bengaluru, India

Bengaluru, Karnataka, India

- Performed FE static linear and nonlinear stress analysis of nacelle structures (Fan Cowl).- Investigated negative margins and proposed mitigation approaches and Compiled certification reports.* Received “Employee of the Year – 2019” for engineering category.* Received Spot award twice in 2018 and 2019 for productivity savings of 100000+ USD.

Bengaluru, Karnataka, India

- Performed FE static linear and nonlinear stress analysis of Thrust Reverser - A350 -900.- Investigated negative margins and proposed mitigation approaches and Compiled certification reports.* Received “Employee of the month” award in the year 2017 for outstanding performance in handling and proposed design in cost saving opportunity.

Livonia, Michigan, Usa

- Developed design Concepts, design solution, DFMA and stress analysis of Brake Caliper Housing and Bracket of JL Chrysler pass car. - Automated the design and stress process of caliper and Braking in methods group.

Bengaluru, Karnataka, India

Deputed to UTC Aerospace Systems as Stress Engineer- Performed static and Fatigue analysis for A350-900 thrust reverser components.- Successfully delivered certification reports for A350-900 thrust reverser components.- Performed 2d shell meshing and 3d hex meshing for fuselage cut outs, Tail skin, Longerons and frames of PC -21 aircraft using Hypermesh.

Me, Aeronautical Engineering, 8.5

Activities and Societies: - CATIA, PRO-Engineer, UNI- GRAPHICS and Ansys certified by CPLR - AUTOCAD certified by Autodesk.

B.E, Aeronautical Engineering, 8.7

Activities and Societies: - Presented a paper on "CFD analysis of missile configuration" in the National conference. - Presented state.

Computer Science, 9.5