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Bharath Kumar DBK

Bharath Kumar D

@bharathkumard

R&D Engineer at MANN+HUMMEL INDIA PVT. LTD

Bengaluru, Karnataka

MANN+HUMMEL INDIA PVT. LTDSri Sairam College of Engineering

Bharath Kumar D is an R&D Engineer with experience in developing machine learning models and conducting data analysis for predictive maintenance and differential pressure prediction. He possesses expertise in core automotive industry tools like APQP, PPAP, and IATF standards. He is proficient in Python, SQL, and various ML frameworks, complemented by strong skills in data visualization and process automation.

Experience

R&D Engineer

MANN+HUMMEL INDIA PVT. LTD

Aug 2021 - Present

Responsible for developing ML models for differential pressure prediction and predictive maintenance. Duties include coordinating and collecting data, data cleaning, data mining, analyzing, and visualizing collected data. Also responsible for presenting updates to the steering committee.

Junior Engineer

SAAB ENGINEERING

Jun 2019 - Jul 2021

Handled new product development activities per APQP procedure, conducted risk analysis, and managed design & development documents per IATF (16949) and MSIL standards. Expertise utilized in core automotive tools (APQP, PPAP, IMDS, PFMEA, DFMEA, SPC & MSA).

Education

Sri Sairam College of Engineering

BE

Engineering

Jan 2015 - Jan 2019Grade: CGPA- 7.73

Vasavi Composite PU College

PUC Science (XII)

Jan 2012 - Jan 2015Grade: 77.12%

Government junior college

SSLC(X)

Jan 2009 - Jan 2012Grade: 62.88%

Licenses & Certifications

Internal Auditor (IATF16949:2016/ISO 9001:2015)

• No expiration

Skills

Python
C
SQL
Pandas
NumPy
Scikit-Learn
Matplotlib
Seaborn
TensorFlow
Linear regression
Logistic regression
KNN
Naive Bayes
Support Vector Machine
Decision trees
Random forest
K-means clustering
CNN
RNN
NLP
GD&T
ASME
ASMY
CREO
Solid Works
CatiaV5
AutoCAD
Solid Edge
Finite Element Analysis
PDM & PLM(CDB)
8D methods
DFMEA
Team center
MS-Excel
MS-Word
Power Point
SAP
Power BI
Power automate