V

Vishal Bhalla

AI Researcher

Mumbai, Maharashtra, India4 yrs 5 mos experience
AI ML PractitionerAI Enabled

Key Highlights

  • Expertise in advanced Machine Learning techniques.
  • Published research in top AI conferences.
  • Hands-on experience in automotive AI applications.
Stackforce AI infers this person is a Machine Learning and AI specialist with a focus on Automotive and Finance sectors.

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Skills

Core Skills

Natural Language UnderstandingMachine LearningDialogue SystemsAnalyticsData Visualization

Other Skills

PythonClustering TechniquesResearchVisualizationRisk CalculationArtificial IntelligenceDistributed SystemsWeb DevelopmentFinancial MarketsWeb ServicesRequirements AnalysisMatlabLaTeXRGit

About

Eager to take on fresh challenges and explore the realm of Artificial Intelligence (AI). Interested in cutting-edge research on advanced Machine Learning techniques like Meta Learning, Natural Language Understanding (NLU), Deep Learning, Statistical Relational Learning & Dialogue Systems applied across a multitude of domains. Background in AI & Machine Learning: - AI Internships at top tier firms working in the automotive sector. - NeurIPS & ICRA workshop papers - EUROCALL & TaLC research posters - Applied ML algorithms in the Automotive, Robotics, Medical Imaging & Security domain - Expertise in NLP for Robotics using Statistical Relational Learning (MLN) - Alchemy, Tuffy & Felix. - Deep Learning, Anomaly Detection, Regression, Clustering & Random Forests using MatLab, Python & Theano - Data Science Blogger at http://en.data-science-blog.com/ - Community contributor with technical talks on ”An Overview of Machine Learning", ”An Introduction to Deep Reinforcement Learning", "An Introduction to Dialogue Systems” and ”An Introduction to Statistical Relational Learning (SRL)” in Meetup events. - Performing numerical data analysis on various data sets with its visualization - Active self learning from MOOCs, blogs & Meetups.

Experience

4 yrs 5 mos
Total Experience
1 yr 5 mos
Average Tenure
--
Current Experience

Nvidia

Deep Learning Intern

May 2017Sep 2017 · 4 mos · Santa Clara, California

  • Research and implementation of multi-modal in-car Dialogue systems for Auto Co-Pilot and Advanced driver-assistance systems (ADAS).
  • Designing end to end Natural Language Understanding (NLU) flow on traffic signs use-case with pre-trained sentence embeddings and rule based NLP techniques to train Machine Learning (ML) models.
  • Writing Python scripts for synthetic data generation for head pose and gaze tracking.
Natural Language UnderstandingMachine LearningPython

Bmw

Research Intern

Sep 2016Feb 2017 · 5 mos · Munich, Bavaria, Germany

  • Developed an end to end intelligent car spoken Dialogue system to augment dashboard with clustering techniques.
  • Published a paper "Towards an end to end Dynamic Dialogue System" in the 30th Conference on Neural Information Processing Systems (NIPS (now NeurIPS) 2016), Workshop on Deep Learning for Action and Interaction at Barcelona, Spain that stemmed from this research.
Dialogue SystemsClustering TechniquesResearchMachine Learning

Tata consultancy services

Systems Engineer

Nov 2010Jul 2014 · 3 yrs 8 mos · Mumbai, Maharashtra, India

  • Built Analytics & Visualization of historical stock data for portfolio reports.
  • Implemented Risk calculation of Derivative Cover Product for share-trading.
  • Experienced predominantly in development, builds and deployment, service oriented architecture spanning over the end-to-end life cycle of real time applications in the Banking and Financial Services domain.
AnalyticsVisualizationRisk CalculationData Visualization

Education

Technical University of Munich

Master of Science (M.Sc.) — Informatics (Computer Science)

Jan 2014Jan 2018

University of Mumbai

Bachelor of Engineering (B.E.) — Information Technology

Jan 2006Jan 2010

ICLES' Motilal Jhunjhunwala College of Science, Commerce & Arts.

Higher Secondary Certificate — Science

Jan 2004Jan 2006

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