Abhinaba Naskar

Product Manager

Bengaluru, Karnataka, India19 yrs 9 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

PhD in Applied Machine Learning and Econometrics.
Led global teams to deliver innovative AI solutions.
Achieved $10M savings through predictive maintenance.

Stackforce AI infers this person is a Data Science leader with expertise in AI solutions across Energy and Healthcare sectors.

Contact

abhinabanaskar@gmail.com LinkedIn

Skills

Core Skills

Data ScienceMachine LearningNatural Language ProcessingData AnalyticsSoftware Development

Other Skills

Agile MethodologiesApache PigBig Data TechnologiesBusiness DevelopmentCategorical Data AnalysisCloud PlatformsClusteringConsultingCore JavaData AnalysisData MigrationDeep LearningExploratory Data AnalysisFinancial PlanningFlex

About

• Data Science leader with PhD and 10 +years industry experience in overseeing and carrying out complete projects from beginning to end, encompassing diverse product creation, gathering and manipulating data, analysing and modelling, and effectively communicating findings and recommendations • Experienced in identifying potential areas for development, implementing trial projects, and influencing the execution of outcomes through collaboration across different functions to achieve successes and enhancements. • Proficiency in NLP, NLG, and Prompt Engineering with experience in Generative AI techniques like LLMs and GANs • Exposure to family of LLMs like OpenAI and LLaMa and the Hugging Face Transformer Interface • Expertise with Cloud platforms like Microsoft Azure and Databricks for scalable solution development • Led and managed cross-functional teams to deliver scalable and innovative AI solutions for the global capability centers. • Thought leader with experience in presenting at national and international conferences. • Experienced in driving development and delivery of end-to-end data and analytics solutions for key sectors like Healthcare, Oil and Gas and Finance

Experience

19 yrs 9 mos

Total Experience

3 yrs 11 mos

Average Tenure

7 yrs 7 mos

Current Experience

Shell india markets private limited

Data Science Prod Manager

Nov 2018 – Present · 7 yrs 7 mos · India · Hybrid

Managing global team of 15+ econometricians, data scientists, machine learning engineers, and analysts to advance Shell's digital capability in advancing modelling, data science, and AI initiatives by extracting valuable and actionable insights.
Responsible for leading all stages of Data, analytics & AI product development life cycle: from problem identification, conceptualization, prioritization to solution development and delivery.
Communicate, engage, and present roadmaps, use cases, solutions, & impact to executive/senior management.
Led and delivered $10 M cost savings through a predictive maintenance project using Xgboost including problem identification, proposal finalization, financial planning, and program management.
Managed Voluntary Carbon Market demand forecasting project for Shell Energy to predict greenhouse gas emissions trajectories.
Developed a project for Shell Retail using LangChain framework to use LLM for customer service enhancement, inventory management and forecasting
Managed Shell Lubricants project to understand customer patterns using clustering and recommendation engine algorithms
Managed Solar Power Prediction project for Bradenstoke (UK) using neural network LSTM with increase in forecasting accuracy by 20 %.
Act as a Data Science Champion to partner with universities, institutes, and vendor partners to bring in ideas and innovation into Shell Business Operation's environment.
Help embed and foster a culture of innovation and curiosity by building a community of data science practice in the capability centers; Identify cross-functional synergies across the organization by operationalizing a natural team to identify & collaborate on strategic initiative.
Foster a culture of DE&I and Mental Health by driving several organization-wide initiatives

Data ScienceMachine LearningPredictive MaintenanceNatural Language ProcessingData AnalysisTeam Leadership+1

Kpmg global services (kgs)

2 roles

Assistant Manager MC-CHData and Analytics

May 2015 – Oct 2018 · 3 yrs 5 mos

Assistant manager for Data & Analytics team; led and managed creation of custom analytics solutions using Machine Learning in R/Python and Big Data technologies in Microsoft Azure
Developed data-driven insights & solutions with advanced analytics to extract insights from proprietary healthcare data sources.
Responsible for stakeholder engagement, team management, architecture, and deployment of solutions for Organic Build for healthcare domain
Managed a pilot project using NLP to use Electronic Health Records to accelerate decision making process
Led various projects including prediction of scheduling and cancellation of patients in hospitals, management of readmission risk, sales forecasting, and credit risk score development.
Involved in the development of KAVE (KPMG Analytics and Development Environment) using Java and Python

Machine LearningData AnalyticsStakeholder EngagementNLPR ProgrammingPython+1

Assistant Manager MC-CHData and Analytics

May 2015 – Dec 2016 · 1 yr 7 mos

part of KPMG Netherlands for KPMG Analytics and Visualization Team.

Oracle india pvt. ltd

Senior Applications Engineer

Aug 2012 – Apr 2015 · 2 yrs 8 mos · Bengaluru, Karnataka, India

Data Analytics development in healthcare and life sciences
Analysis of Interventional and Randomized Clinical trials
Comparison and determination of efficacy of treatments
Time to Event Analysis (survival analysis)
Usage of statistics to analyze adverse events
Clustering to identify homogenous patients in clinical trials

Data AnalyticsStatistical AnalysisClustering

Cognizant technology solutions

Associate

Dec 2009 – Aug 2012 · 2 yrs 8 mos · Kolkata Area, India

I was involved in the development, maintenance, migration and enhancement of various critical applications of a Large Global Bank. the technologies used were Core Java, Swing, Sybase, Eclipse 3.4,Netbeans 6.9. My role involved:
1) Analysis and design of swing modules for migration from vb application
2) Development of various modules
3) Maintenance and enhancement of the modules

Core JavaSwingSybaseSoftware Development

Capgemini

Consultant

Jul 2006 – Dec 2009 · 3 yrs 5 mos · Kolkata Area, India

I was involved in various projects. My roles and responsibilities were:
1) Migration of Oracle Forms platform to J2EE with Flex. Analysis, and freezing requirements; Designing, Development and performing JUnit testing of the modules.
2) End to end development of an competency matrix for the Capgemini employees. Was involved in every phase of the SDLC.
3) Migration and integration of different applications from heterogeneous environment. Development and unit testing of various modules using a client proprietary methodology.
Technologies involved in all the above projects:
1) Core Java
2) Struts
3) JSP
4) Enterprise Architect
5) XSDs, XML, Xquery
6) Flex
7)mySQL