With 8+ years’ experience in AI/Machine Learning and 18+ years overall experience I work as ML Architect and have strong track record of developing & deploying automation solutions to business problems using state-of-the-art Deep Learning, Machine Learning and Natural Language Processing techniques. I am also trained and certified in Google Cloud Platform as ‘Professional Machine Learning Engineer’.Currently, working with Wipro, I have consulted clients from various domains including Media, Telecom and Healthcare Prior to this, I worked with ‘Innoplexus’ – a Germany-based product company in AI/ML serving global pharmaceutical companies. As Sr. Data Scientist, I developed various ML algorithms which have been integrated in company's flagship products Prior to this, I worked at ValueNotes – a market research and consulting company where I led a team of analysts to execute various research projects such as opportunity assessment, India-entry strategy, market-entry strategy, voice of customer survey, for Indian and foreign clients including Forture 500 client. Prior to that, I worked in Ireland for 8 years with an engineering company – BS&B Safety Systems Ltd.Skill-sets: Deep-Learning, Machine Learning, Natural Language Processing, Cloud ML Technology (GCP), MLOps using Google Kubernetes engine, Python, Pytorch
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Manager - Data And AiEyMaharashtra, India -
Manager - Data & AiEy May 2024 - Present
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Lead Consultant - Data ScienceWipro Limited May 2019 - Apr 2024As ML Architect, I have implemented automation solutions using open-source ML and cloud technologies to improve productivityMedia:- Abstractive Summarization - Developed a solution to automate context based abstractive summary writing. Reduced manual efforts by 30%- Custom NER models to keep journalist database updated - Developed custom NER models to extract information from Twitter bio of journalists to maintain up-to-date information in database. Deployed the solution for inference using Google Kubernetes engine- Automated classification of documents - Developed transformer-based text classification model to automate filtering of relevant documents from irrelevant documentsTelecom:- Business KPIs forecasting for CFO organisation - Led a team of data-scientists to develop prediction models for 150 business KPIs across 18 brands and sub-brands for leading telecom player in EuropePharmaceutical domain:Product Sales Forecasting - Developed time-series models to forecast monthly sales of 20+ products based on historical data for a US-based pharma client -
Sr. Data ScientistInnoplexus Jan 2019 - Apr 2019 -
Mts AnalyticsInnoplexus Jul 2015 - Dec 2018Pune Area, IndiaProjects:Analytics platform for one of the Global pharma company:- Led the analytics team in the development of a platform consisting of 10 modules that involved predictive analytics for patient retention, patient forecasting and dashboards for senior management and other hierarchies of the organisationDeveloped ML based algorithm to predict sentiments of patients, HCPs (healthcare professionals) on forums, Blogs and twitterEntity extraction – Extraction of patient characteristics from clinical text to be used for clinical trial analyticsDeveloped an algorithm to predict patients expected to attrite for call-centre teamDeveloped an algorithm based on network analysis to rank ‘Key Opinion Leaders’ in pharma domain which is integrated in company’s one of the flagship products
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Pm (Research & Consultancy)Valuenotes Oct 2011 - Oct 2014Pune Area, India- Led a team of analysts to execute market research projects across various industries - Helped one of the Fortune 500 clients in engineering sector with India-entry strategy- Helped clients in engineering sector and automotive sector with opportunity assessment, market entry strategy for their new offerings, competitive intelligence and other research needs- Executed ‘Voice of customer’ projects for clients from paper industry, auto-ancillary industry- Responsible for P&L of the entire team, nurturing of existing clients to enhance business, marketing collateral among others -
Inside Sales EngineerBs&B Safety Systems Jul 2009 - Feb 2011Limerick, Ireland- Supported direct-sales team in UK, Ireland & Germany on technical and commercial issues- Supported Distributors based in Europe, Middle-East and Africa region with product selection, commercial terms and technical support.- Responsible for providing cost-analysis of product families to marketing department for preparing pricing strategy to compete effectively in existing and new markets -
R&D EngineerBs&B Safety Systems Jan 2007 - Jun 2009Limerick, Ireland- Responsible for role-out of new products from R&D to Operations, transfer of product manufacturing across locations and process improvement projects
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Operations EngineerBs&B Safety Systems Mar 2003 - Dec 2006Limerick, Ireland- Responsible for providing analysis of production data to Operations Manager to monitor weekly performance against targets.- Part of the team involved in set-up of new manufacturing facility in China- Worked on increasing capacity of rupture disk manufacturing unit in Ireland
Amol S Education Details
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Ipa, IrelandMarketing -
Manufacturing Systems -
St. Xavier'S High School
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Amol S's current role is Manager - Data and AI.
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Amol S attended Ipa, Ireland, Bits Pilani, Shivaji University, St. Xavier's High School.
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Cao | Mba (Bits Pilani) | Pgp-Aba (Iima) | Mph (Johns Hopkins, Usa ) | Executive & Life Coach ( Cca Toranto) | Member-Caho | Former Member - Isqua, American Public Health AssociationIndia1gmail.com
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