Prateep Mukherjee

Lead ML Engineer

Bengaluru, Karnataka, India15 yrs 5 mos experience
Highly Stable

Key Highlights

  • 9+ years of experience in computer vision and machine learning.
  • Proficient in advanced Python, C++, R, and MATLAB.
  • Led development of innovative visual computing applications.
Stackforce AI infers this person is a Machine Learning Engineer with expertise in Computer Vision and Deep Learning.

Contact

Skills

Core Skills

Machine LearningComputer VisionDeep LearningImage Analysis

Other Skills

Object DetectionPyTorchTensorFlowKerasData ScienceOpenCVC++ResearchLeadershipHadoopImage ProcessingNatural Language Understanding

About

I am working in Apple as a Machine Learning Engineer. Previously I worked as Data Scientist in Mathworks India, Accenture and a Tech Lead in Wipro Digital. I have a Masters in Computing at University of Utah and a Masters in Computer Science from Indiana University-Purdue University (IUPUI). I have a Bachelor’s degree in Computer Science from a reputed school (IIIT-Hyderabad) in India. I have extensive experience in computer vision (total 9+ years: 4+ year as full time in industry and 5 in academics). I have also worked for a one year (2010-2011) in the industry developing Computer Vision applications at KritiKal Secure Scan Pvt. Ltd(KSS), India. In addition to this, I have worked as a research intern in GE Global Research (JFWTC), India, where I developed algorithms for accurate detection and estimation of femur length from ultrasound fetal images. I am greatly interested in working on challenging problems in Deep Learning, Machine Learning and Computer Vision. I am proficient in advanced Python, C++, R and MATLAB.

Experience

15 yrs 5 mos
Total Experience
2 yrs
Average Tenure
1 yr 6 mos
Current Experience

Hp

Senior Machine Learning Engineer

Oct 2024Present · 1 yr 6 mos · Bengaluru, Karnataka, India

Object DetectionMachine Learning

Apple

Machine Learning Engineer

Jul 2020Oct 2024 · 4 yrs 3 mos · Bengaluru, Karnataka, India

  • Apply Computer Vision and Machine Learning to industrial manufacturing.
PyTorchTensorFlowKerasData ScienceMachine LearningComputer Vision

Mathworks

Deep Learning Software Engineer

Oct 2018Jun 2020 · 1 yr 8 mos · Greater Hyderabad Area

PyTorchTensorFlowKerasData ScienceMachine Learning

Accenture

Data Scientist

Oct 2017Oct 2018 · 1 yr · Bengaluru, Karnataka, India

TensorFlowKerasData ScienceMachine Learning

Wipro digital

Technical Lead

Nov 2016Oct 2017 · 11 mos · Bengaluru, Karnataka, India

  • At Wipro, I worked as a Lead on Visual Computing applications, using Deep Learning. These applications, provided as mobile services, will be integrated into Wipro’s ERP system, which can be used by our clients. I was also involved in developing a language translation engine, designed for English to German translation and vice-versa. We are leveraging deep networks, like Long Short Term Memory (LSTM) and Recurrent Neural Networks (RNN) for translation. Our software is built using Google’s Tensorflow.
TensorFlowDeep Learning

University of utah

Research Assistant

Aug 2013Aug 2016 · 3 yrs · Salt Lake City, Utah Area

  • At my last position in the Scientific Computing Institute at University of Utah as a Research
  • Assistant, I worked on developing develop efficient vision tools for statistical shape analysis methods to quantify the variations in femoral head anatomy among normal hip (or pelvic) and hips bones with FAI infringement. I have extensive experience in Image Analysis toolkit such as VTK and ITK as well as UI framework design languages like FLTK and UI used in this project.
TensorFlowImage Analysis

Indiana university purdue university

Research Assistant

Apr 2011Jul 2013 · 2 yrs 3 mos · Greater Indianapolis

  • During this period, I worked as a Research Assistant in the Neurovision project under the guidance of Dr. Gavriil Tsechpenakis. I worked on an interesting application in neuroscience developing numerous methods in 3D object segmentation.

Vehant technologies(kritikal securescan)

Research and Development Engineer

Jun 2010Jun 2011 · 1 yr · Noida, Uttar Pradesh, India

  • My project here was focused on one of the organization’s key products – ZenScan, a real time “under” car security scanning software to detect foreign objects concealed underneath, using state-of-the-art computer vision algorithms. My work here involved developing new techniques for these problems, as well as the implementation of industry grade software that can be readily deployed in an end user application. The software was developed in OpenCV, C++.

Ge global research

Software Intern

Jun 2009Aug 2009 · 2 mos

  • I spent two and a half months as a research intern in GE, John F. Welch Technology Center. While at GE, I developed an automated image processing algorithm was developed to detect the femur bone from ultrasound image data and extract accurate quantitative measurements, for use in clinical diagnostics. A paper based on this was accepted for oral presentation and published in SPIE Medical Imaging 2010 and a patent was simultaneously filed.

Education

University of Utah

Master of Science (M.S.) — Computing(specializing in Image Analysis/Machine Vision)

Jan 2013Jan 2016

Indiana University Indianapolis

Master of Science (M.S.)

Jan 2011Jan 2013

International Institute of Information Technology Hyderabad (IIITH)

Bachelor of Technology (BTech) — Computer Engineering

Jan 2006Jan 2010

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