Konark Paul

AI Researcher

Bengaluru, Karnataka, India11 yrs experience

Most Likely To SwitchAI Enabled

Key Highlights

6 years of experience in Data Science and Machine Learning.
Proven track record in leading data science projects from PoC to production.
Expertise in NLP and predictive modeling techniques.

Stackforce AI infers this person is a Data Science expert with strong capabilities in product development and stakeholder management.

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Skills

Core Skills

Data ScienceProduct DevelopmentNlpBusiness Intelligence

Other Skills

A/B TestingAnalysisAnalytical SkillsAnalyticsBusiness ProcessBusiness Process DesignBusiness Process ImprovementBusiness StrategyCommunicationConsultingData AnalysisData ModelingData Science PipelinesHadoopHive

About

Data Scientist with 6 years of Data Science experience. Experienced in building & deploying data science pipelines, solving business problems in collaboration with cross functional teams. Well versed in balancing business perspective with Technical details of Data Science. Adept in executive level stakeholder management with demonstrable experience leading teams of data scientists and ML engineers in an Agile environment through successful end-to-end project journeys; PoC to Production. Experienced in extraction, cleaning, transformation and visualization of data of different volumes and from various databases and data systems (Teradata, MySQL, MS-SQL Server, Greenplum). Proficient in predictive modelling and NLP using Regression, Classification, Random Forests, Gradient Boosted Machines, Deep learning, Transformers (like BERT, DistilBERT, XLNET) among other techniques. Tech Skills: Numpy, Pandas, Sklearn, PyTorch, Transformers, SQL, Hive, PCA, GBMs, SVMs, Regression, Classification, NLP, Anomaly detection, Feature engineering, EDA, Data wrangling, Deep Learning, Data transformation, Git, Azure DevOps, ML Code refactoring Soft Skills: Ownership, Technical Project Management, Teamwork, Agile, Scrum, Stakeholder Management, Communication, Presentations, Time management, Prioritization

Experience

Dell

4 roles

Sr. Advisor, Data Science

Promoted

Feb 2022 – Present · 4 yrs 1 mo

Leading design, development and delivery of Data Science solutions and products that enrich the way Dell serves our customers, bringing data-driven decision making to our team members.
Collaborate with Product and Engineering teams to scope, plan and execute product development and deployment, managing dependencies and timelines.

Data ScienceProduct DevelopmentStakeholder Management

Advisor, Data Science

Oct 2018 – Feb 2022 · 3 yrs 4 mos

Wide range of responsibilities; from scoping, planning to developing and delivering Data Science Projects for Dell's Global Process Engineering team in the Support and Deployment Business.
Worked extensively on NLP, classification problems, creating data science pipelines, driving best practices, creating actions from predictions and using novel solutions to create IP for the company.
Mentoring multiple team members in Data analysis and Data science to help them enhance their data science skills.

NLPData Science PipelinesMentoringData Science

Sr. Analyst, Business Intelligence

Jun 2016 – Sep 2018 · 2 yrs 3 mos

Collaborated with Business process owners in the Dell's Support and Deployment Services Business to understand, build and deliver Proof of Concept for Data Science Solutions to assist and/or improve business operations and make a business impact in key business areas such as cost reduction, customer experience, support operations.
Part of an extremely fast and agile team with an average turn around time of 8-12 weeks for a Proof of Concept.

Proof of ConceptBusiness Process ImprovementData ScienceBusiness Intelligence

Summer Intern

May 2015 – Jul 2015 · 2 mos · Bengaluru Area, India

Summer Intern with Dell International Services, Marketing CoE, during my MBA.
Roles and Responsibilities:-
Worked as a Sr. Business Analyst with the Marketing CoE in the DGA.
Analysed the under development centralized reporting tool - Global BMS for Marketing Spend and
Revenue.
BMS encompassed different metrics on performance of Dell's Marketing Campaigns worldwide.
Analysed the end-to-end process of reporting for BMS
Did process analysis on data sources to come up with a document for the on boarding of new
members and reference.