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$30 USD / hour
Flag of INDIA
chandigarh, india
$30 USD / hour
It's currently 6:42 AM here
Joined February 19, 2018
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Neeraj R.

@nkrajput812

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$30 USD / hour
Flag of INDIA
chandigarh, india
$30 USD / hour
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Data Scientist

I am a Data Scientist with experience of more than 5 years in various domains. I have done a Master's Degree in Computer Science from South Asian University with a thesis in Computer Vision. I worked for 3.5 years for India's premier national R&D organization, Council for Scientific and Industrial Research (CSIR). I was a part of a Computational Biology lab and worked on various biological data like DNA sequencing data, expression data, medical imaging data to develop solutions using Machine Learning and Data Analytics to solve certain problems. I also worked for an on-demand hyperlocal startup as a Data Scientist working on their customer analytics, marketing analytics, supply-chain analysis, geospatial analysis projects. I try to provide a complete end-to-end solution for any Data Science problem starting from Data Acquisition to Final Deployment. During my course of learning and working, I developed many skills and expertise required to solve any data problem.

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Experience

Co-Founder & Data Scientist

DataToBiz
Feb 2018 - Present
Co-founded the company with the motto of empowering small and medium-size businesses to take data-informed decisions. Developed a relationship extraction model between entities using NLP and word embedding based features. Developed a Face Recognition API using Google Inception ResNet v1 network. Responsible for feasibility and proof-of-concept study before starting a project. Managing client projects from their infancy to full and final delivery.

Data Scientist

Socomo Technologies Pvt. Ltd.
May 2017 - Feb 2018 (9 months, 1 day)
Customer churn prediction models: Probabilistic model and Recurrent Neural Network (RNN) model. Geospatial analysis for monitoring and improving operations. Driver performance evaluation using clustering techniques. Predicting user behavior for planning marketing strategies. Demand-supply dataset analytics to identify new opportunities for growth. Product improvement using data analytics and advanced SQL queries. Fraud analytics using machine learning.

Education

M.Sc Computer Science

India 2011 - 2013
(2 years)

B.Sc (Honors) Computer Science

Delhi University, India 2008 - 2011
(3 years)

Qualifications

IELTS

British Council, IDP: IELTS Australia and Cambridge English Language Assessment
2016
The International English Language Testing System (IELTS), is an international standardized test of English language proficiency for non-native English language speakers. IELTS is one of the major English-language tests in the world, others being the TOEFL, TOEIC, PTE: A, and OPI/OPIc. IELTS is accepted by most Australian, British, Canadian and New Zealand academic institutions, by over 3,000 academic institutions in the United States, and by various professional organizations across the world.

Publications

RepTB: a gene ontology based drug repurposing approach for tuberculosis.

Journal of cheminformatics.
Tuberculosis (TB) is the world’s leading infectious killer with 1.8 million deaths in 2015 as reported by WHO. Towards this, we have developed RepTB. In this study, we have created a Gene Ontology based network containing 26,404 edges, 6630 drug, and 4083 target nodes. The network, enriched with molecular function ontology, was analyzed using Network Based Inference (NBI). The association scores computed from NBI are used to identify novel drug-target interactions.

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