AI Engineering Manager with 9+ years of experience in working on predictive modeling, NLP, ML, Deep Learning in Life Science domain. Skilled in applying Machine Learning models such as text classification, topic modelling, text summary , computer vision on patient journey, clinical trial, complaint management, sales force operation and audit management. Deep learning experience in application of CNN, RNN, LSTM, BERT using tensor flow, AWS ML and GCP ML.Strong professional with a Master of Business Administration (MBA) focused in Marketing from Institute of Management Technology, Ghaziabad.
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Associate Director Ai EngineeringIqviaBengaluru, Ka, In -
Manager Ai EngineeringIqvia Nov 2022 - PresentBengaluru, Karnataka, India• Led a team of 10+ data scientists and software engineers to deliver 3 hybrid and 2 ML projects, reducing project turnaround time from 3-4 months to 3 weeks.• Designed and implemented a ML algorithm for HCV discovery, accelerating patient identification 71 times faster than incidence.• Ideated and implemented a new strategy to identify themes in 13 Asian and African countries across different text-heavy survey data of Global fund allocation. -
Lead Data ScientistJohnson & Johnson Nov 2021 - Nov 2022Bangalore Urban, Karnataka, India- Contributed to more than a million USD annual savings in root cause analysis action recommendation by building a text similarity model using Elastic Search on audit data- Designed a question answering platform with multiple stakeholders to retrieve, rank and predict answer from over 800K documents- Led a team of 5 in building a smart assistant platform based on LLM to generate answers on natural language querying on structured data -
Senior Data ScientistJohnson & Johnson Apr 2020 - Nov 2021- Designed and built an AI backed complaints platform built to give insights about product complain for fast redressal of various defect categories- Collaborated with multiple teams to build a social media analytics platform for 13 brands with a key phrase co-occurrence matrix among other metrics to drive insights about consumer's impression on product ingredients -
Senior AssociateCognizant Apr 2017 - Apr 2020Bengaluru Area, IndiaExpertise in ML, NLP on unstructured data, Predictive Modeling, Incentive compensation, Time-series forecasting and propensity modelling. Deep understanding of Life Science Domain. Projects undertaken:1. Predictive modelling and NLP on unstructured data to answer key question on patient journey2. Complaint handling process automation through machine learning modelling 3. Building analytical platform for incentive compensation for commercial sales force operations4. Classification of images used in advertisement worldwide into product using Computer vision and AI -
Analytics Consultant (Summer Intern)Genpact Apr 2016 - Aug 2016Gurgaon, India1. Time series forecasting to optimize the bench strength of contact centers serving the BFS industry.2. Data Analysis to determine the budget allocation of Digital Campaign for a retail firm -
System EngineerInfosys Oct 2013 - Jun 2015Bhubaneshwar Served as the key point of contact for clients, driving customer calls and handling service escalationsWorked on a migration project where the application was migrated from shell scripts to J2EEMaintained a time scheduled application, which used to store the log of client's Online Store world-wideDesigned a wire frame of a reporting tool of Apple Online StoreMentored new recruits in the team through knowledge transfer sessions
Sandip Ghosh Education Details
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Institute Of Engineering And Management8.74 On A Scale Of 10 -
B.D.Memorial International92.6% -
B.D.Memorial International92.2%
Frequently Asked Questions about Sandip Ghosh
What company does Sandip Ghosh work for?
Sandip Ghosh works for Iqvia
What is Sandip Ghosh's role at the current company?
Sandip Ghosh's current role is Associate Director AI Engineering.
What schools did Sandip Ghosh attend?
Sandip Ghosh attended Institute Of Management Technology, Ghaziabad, Institute Of Engineering And Management, B.d.memorial International, B.d.memorial International.
Who are Sandip Ghosh's colleagues?
Sandip Ghosh's colleagues are Jorge Salvador Salazar Romo, Anita Verma, Caleb Lee, Amanda Bock, Pornima Kandiboyina, Neeta Mote Mahanwar, Kira Grist.
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Sandip Ghosh
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Sandip Ghosh
Ex Global Practice Head For Ioe & Blockchain Solutions And Services, Cpg & Distribution At Tata Consultancy ServicesKolkata -
Sandip Ghosh
Bengaluru
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