Avinash Bhat

Product Manager

Bengaluru, Karnataka, India3 yrs 8 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Developed innovative models in machine learning.
Granted multiple patents in advanced driver assistance systems.
Achieved high precision in Covid severity detection.

Stackforce AI infers this person is a Machine Learning Engineer with a focus on Automotive and Healthcare applications.

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Skills

Core Skills

Machine LearningAdvanced Driver-assistance Systems (adas)Software DevelopmentNatural Language Processing (nlp)

Other Skills

Machine Learning AlgorithmsConvolutional Neural Networks (CNN)Object DetectionObject TrackingComputer VisionOptimization AlgorithmsAPI DevelopmentPythonAutomationData AnalysisSoftware InterfaceCode OptimizationTensorFlowC++Supervised Learning

About

Goal-oriented Engineer with a keen interest in Problem Solving, Development and Machine learning. Actively working to hone my existing skills and learn new ones in the field of my work.

Experience

3 yrs 8 mos

Total Experience

1 yr 10 mos

Average Tenure

3 yrs 1 mo

Current Experience

Mercedes-benz research and development india

Research And Development Engineer

Apr 2023 – Present · 3 yrs 1 mo · Bengaluru, Karnataka, India

Created and developed a model for Augmented Reality for Heads Up Display in ADAS
Working in Advanced Driver Assistance Systems; Surveillance, Object Detection and Classification from camera.
Optimization of Detection & classification using ML KPI. Development and analysis of Object tracking using CNN.
Defended and Granted 5 Patents in domain of Machine learning, Neuromorphic Network in domains of Driver behaviour detection and classification, Emergency signal detection, Intrusion and Child presence detection.

Advanced Driver-Assistance Systems (ADAS)Machine Learning AlgorithmsConvolutional Neural Networks (CNN)Object DetectionObject TrackingMachine Learning

Amdocs

Software Engineer

Aug 2022 – Mar 2023 · 7 mos

Automated the tasks with Comcast & analysed the development.
Created API automated tasks using Ginger, python & solved issues.
Software Development for GLOBE in developing, maintaining and upgrading tools.
Automation in Python and data leaning analysis.

API DevelopmentPythonAutomationData AnalysisSoftware Development

Nerve solutions

Software Engineer Intern

Feb 2022 – Jun 2022 · 4 mos

Locating and directing resolutions for critical issues related to the software interface.
Implementing high level design standards for maintaining transaction exchanges.
Real-Time Risk and Portfolio management system.
Critical code optimization and cleaner implementation.

Software InterfaceCode OptimizationSoftware Development

Defence research and development organisation (drdo)

Research And Development Intern

Oct 2021 – Feb 2022 · 4 mos · India

Sentiment Analysis on language processing using Machine Learning and NLP(Natural Language Processing)
Converted model to Word2Vec, increased Bleu Score using Bidirectional Encoder Representations from Transformers(BERT).
Technology used: Python, Tensorflow, Word2Vec RoBERT, BERT

Natural Language Processing (NLP)Machine LearningPythonTensorFlow