Senior Technical Lead at Mercedes-Benz Research and Development India
9 Years of Experience
Bengaluru, Karnataka, India
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Not Available
2 patents on data mining algorithm for automated/autonomous driving. 10 years of experience in Data Science | Machine learning | Deep learning | Computer vision Founded 1 Healthcare Tech Startup & hold a Master's degree from IIT Kharagpur. Area of interest: Deep learning, Machine learning, Computer vision, Statistical data analysis. I believe in “Learning-by-doing”, so as an engineer I try to explore the resources available to me and build something out of it. Coding has always been my passion, because it allows me to think, design, & develop a solution for given problem and to realize an idea by creating MVP. This passion carried me through my education at IIT Kharagpur. Here there are more resources available to me than I ever could have imagined. I studied medical imaging, computer vision, pattern recognition and machine learning, algorithms, higher statistics, it’s all pretty fascinating. And it was here that I learned truly how much there was yet to learn. So now, in industry, this passion remains with me. I passionately works in data science domain and love to apply design principles to solve complex problems using my analytical and coding skills. My specialties include quickly learning new skills and programming languages, problem solving, process optimization, system design, data analysis, building & training deep neural nets, MVP, research, and focus on bringing innovation to existing/new products or solutions. So far I have C, C++, Python, SQL, PostgreSQL, Numpy, Pandas, scikit-learn, TensorFlow, Pytorch, Tableau, QGIS, OpenCV, MATLAB, Ruby on Rails, HTML, CSS, JavaScript, Git/Github, JIRA, AWS. I’ve started PySpark, and AZURE. There’s certainly yet more to learn, yet more problems to solve and yet more to build.
Mercedes-Benz Research and Development India, Others, Automotive
Mercedes-Benz Research and Development India
PathPartner Technology
Mercedes-Benz Research and Development India, Mercedes-Benz Research and Development India, PathPartner Technology, Vejovis Healthcare Solutions Pvt. Ltd., Continental, Philips, AngioMetrix Corp.
Job Title : Senior Technical Lead
Company name : Mercedes-Benz Research and Development India
Period : October 2021 - Present
Summary : 1. Lead and develop projects from early concept
2. Developing and implementing data strategy that is in line with business processes. The strategy includes data model designs, implementation and management of data analytics systems.
3. Coordinating and collaborating with cross-functional teams, stakeholders, and vendors for the smooth functioning of the enterprise data analytics system.
4. Managing end-to-end data architecture, from selecting the platform, designing the technical architecture, and developing the application to finally testing and implementing the proposed solution.
5. Identifying data sources, both internal and external, and working out a plan for data analytics that is aligned with organizational data strategy.
6. Transforming ideas to MVP and generating IPs (patents for organization)
Location : Bengaluru, Karnataka, India
Job Title : Senior Data Scientist
Company name : Mercedes-Benz Research and Development India
Period : May 2018 - October 2021
Summary : Works in offline analytics team, and involved in development of Geo-spatial data mining system to find clusters from data collected by Mercedes cars fleet across Europe to improve ADAS features.
Location : Bengaluru Area, India
Job Title : Senior Software Engineer
Company name : PathPartner Technology
Period : April 2017 - April 2018
Summary : Worked on the applications for ADAS using deep learning networks (CNN).
- Designed deep learning model for Traffic Sign Recognition on NVIDIA Jetson TX2
- Transfer learning to retrain SSD-MobieNet in TensorFlow to detect signs
- Developed a neural network to classify 43 different German traffic signs
- Wrote Image Annotation Software
Location : Bengaluru Area, India
Job Title : Co-founder at Vejovis Healthcare Solutions
Company name : Vejovis Healthcare Solutions Pvt. Ltd.
Period : 2016 - April 2017
Summary : Prototype two ideas addressing real world problems associated with healthcare data.
- Estimation of Hemoglobin (Hb) using Digital Camera
- Cloud based Lab Information Management System (SaaS product)
Role as co-founder:
- Analyze complex healthcare scenarios & create MVP using creative problem solving skills.
- Interview, train, and assign responsibilities to technical team.
- Implemented and managed all aspects of the operations of the company.
Location : Kharagpur Area, India
Job Title : Executive Engineer
Company name : Continental
Period : May 2015 - February 2016
Summary : Worked on ADAS (Advanced Driver Assistance Systems) for Adaptive Traffic Sign Recognition.
- Trained a hierarchical classifier on European datasets to predict traffic signs
- Inherited the tool-chain to perform kernel optimization, tuning classifier parameters utilizing C++
- Scaled the ADAS algorithm for different traffic signs in EU countries for various camera sensors
Location : Bengaluru Area, India
Job Title : Research Trainee
Company name : Philips
Period : May 2014 - April 2015
Summary : Research focused on information extraction & text mining using NLP to develop Clinical Information Retrieval System.
- Developed automatic summarization (abstraction based) software for DICOM meta-data & pathology reports.
- Wrote a Question-Answering System to assist radiologist finalizing the treatment method for lung cancer patient.
Location : Bangalore
Job Title : Research Intern
Company name : AngioMetrix Corp.
Period : January 2014 - April 2014
Summary : During this intern-ship I worked in area of X-ray imaging and implemented various algorithms for
image analysis, feature extraction & classification.
Location : Bangalore
Title : Data Engineering Nano Degree
Period : September 2021 - Present
Summary : udacity.com, https://confirm.udacity.com/DWGJRSEJ
Issuing Authority : Udacity
Title : Computer Vision Nanodegree
Period : December 2019 - Present
Summary : udacity.com, https://confirm.udacity.com/DRANUGQT
Issuing Authority : Udacity
Title : Data Analyst Nanodegree
Period : January 2019 - Present
Summary : udacity.com, https://confirm.udacity.com/G9UD3R76
Issuing Authority : Udacity
Title : Machine learning
Period : September 2015 - Present
Issuing Authority : Coursera
Title : Responsive Website Basics: Code with HTML, CSS, and JavaScriptat Coursera
Issuing Authority : Coursera
Organization name : IEEE EMB Student Club of IIT Kharagpur Position : Professional Activities (Chair) Period : January 2013 - May 2014
English (Professional Working), Hindi (Native Or Bilingual)
Award : Graduate Aptitude Test in Engineering
Issuer : Ministry of Human Resources and Development, Government of India Scholarship
Date : 3 2012
Summary : Awarded Ministry of Human Resources and Development, Government of India Scholarship for pursuing graduate studies in Medical Imaging and Informatics after qualifying Graduate Aptitude Test in Engineering. (Percentile of 98.37 in GATE-2012)
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