Gulshan Gaurav

AI Researcher

Bengaluru, Karnataka, India13 yrs 6 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

6 years of experience in Data Science and Machine Learning.
Expert in developing AI-based SaaS products.
Passionate about implementing cutting-edge algorithms.

Stackforce AI infers this person is a Data Scientist specializing in SaaS and E-commerce solutions.

Contact

Skills

Core Skills

Machine LearningData ScienceSoftware DevelopmentImage ProcessingNatural Language Processing

Other Skills

Business AnalyticsBusiness DevelopmentBusiness IntelligenceBusiness StrategyData MiningDecision SciencesLogistic RegressionManagement ConsultingMarketing AnalyticsMathematicsOperations ResearchOptimizationPredictive ModelingSASSAS programming

About

"The very basic core of a man's living spirit is his passion for adventure" ― Christopher McCandless Adventure seeker, always looking out for new experiences, passionate about Running (an ultra-marathon runner in making). Data Scientist with 6 years of experience of applying machine learning skills into different business domain and building AI based Saas Products, I take a keen interest in the latest research and cutting edge algorithms which are being used in the field of Data Science and implement relevant research from academia into my projects. Expertise: Machine Learning | Natural Language Processing(NLP) | Information Extraction(IE) Image Processing | Deep Learning | Predictive analytics | Operations Research Time Series forecasting | Route Optimization | Inventory Planning. Tools: Python,PySpark, R ,Ruby , Angular-JS, Matlab

Experience

Rapido

Lead Data Scientist

Jul 2020 – Present · 5 yrs 8 mos · Bangalore Urban, Karnataka, India

Decision SciencesMachine LearningData Science

Bounce

Lead Data Scientist

May 2019 – Apr 2020 · 11 mos · Bangalore

Honestbee

Sr Data Scientist

Jul 2018 – May 2019 · 10 mos · Bengaluru Area, India

Worked closely with the search and logistic team to identify and prioritize business problems which can be solved by data science application.
Key Responsibilities:-
Project definition
Success metric Identification & tracking
ML model development Pipeline
Model Deployment as a micro-service
Define and Maintain SLA & API contract
Important Projects
● Search Re-Ranking
Improved the relevance of search results by adding personalization and popularity features.
● Knowledge Graph
Graphical representation of entities and relationships from the honestbee ecosystem
Used for query expansion and Query understanding tasks.
● Map Matching for GPS data
Worked on Travel Time Prediction Using historical GPS Data and open street maps
Used Hidden Markov Map Matching algorithm to match GPS points to an existing route

Marlabs inc.

Sr. Data Scientist

Jan 2017 – Jul 2018 · 1 yr 6 mos · Bengaluru, Karnataka, India

PySpark,Python
● Lead Machine Learning Developer for Marlabs’ award winning AI product mAdvisor.

Cloudkare

Co-Founder

Feb 2016 – Jan 2017 · 11 mos · Bengaluru, Karnataka, India

Python,Ruby On Rails, AngularJS, Elastic Search
● Developed the cloudkare EMR and Clinic Management platform for Doctors.
● Laboratory Module for managing and generating and sharing Lab Test Reports.
● Patient Android app for managing and sharing your personal and falmily health records.
● Involved in every aspect of product development
designed database schema (postgresql)
backend api service using Ruby on Rails and a separate front end application in AngularJS.
● Used elastic search indexing for a holistic search experience.
Indexed SNOMED/ICD/CPT/LOINC(for laboratories) and other similar standard databases.
Indexed and Maintained over 1Million Medicines database.

Housing.com

Data Scientist

Aug 2014 – Feb 2016 · 1 yr 6 mos · Mumbai Metropolitan Region

Developed a duplicate property identification algorithm using Image Processing.
Used python for scripting and OpenCV for the Image processing tasks
Leveraging Machine Learning and NLP techniques to enhancing customer experience and recommendations for IREF(https://www.indianrealestateforum.com/) users.
Developing a Custom trained NER(Named Entity Recognition) system for noisy text in Forum.
Designing Experiments for evaluation of different features
Implemented the latest research from the academia for "NER in noisy text"