Amit Vaid

Amit Vaid Email and Phone Number

Managing Director, Emerging Tech CoE - Applied Science,GenAI services and AI Research @ State Street
Bengaluru, KA, IN
Amit Vaid's Location
Bengaluru, Karnataka, India, India
Amit Vaid's Contact Details

Amit Vaid personal email

About Amit Vaid

Analytics leader/AI Architect with 20 + years of Industry experience across research, development & consulting with a strong patent record & publications in peer-reviewed star rated scientific journals.Experience in design & development of scalable analytical solution with expertise in statistical /Machine learning & deep learning model development to deployment. Patents : 8 US Patents (few in the pipeline )in Advance analytics (New Algo Design) . Publications : 4 , which Include two research papers in the IEEE Big Data Conference last year on Generative AI.Currently Leading generative AI adoption for the firm by building comprehensive Responsible AI Platform. Additionally leading various use cases for data insights with structured data for investment managers leveraging LLM's & unstructured data extraction from financial documents. Domian - Digital Finance ( June 2021 - Present): with focus on Operational Efficiency,Investment Intelligence ,Risk Excellence & Client Experience Leading Generative AI efforts with in the Organization, establishing blueprint design for wider rollout with in the firms working through different aspects of development ,infrastructure and operations and legal for initial go lives.Domain-IoT -Analytics (March 2019 - May 2021 ): ( Asset & Prod Monitoring / ETA Predictions /Maintenance Schedule Optimization/ Product Introduction Forecasting ). Domain -BFSI (Financial Crimes)-Analytics (2011-2019) :Alerts Insights /AML / Transaction monitoring/List Screening /Insurance Fraud / KYC Domain - Software Architect - Rational Software (2005 -2011): Been guest lecture @ (RVCE Bangalore, BITS Hyderabad ) with talks on statistics & CV. Worked with Oracle IOT cloud apps as Senior Principal Data Scientist(Consulting Member Technical Staff )- AI Head for real-time asset management, predictive maintenance, and reliability risk prediction systems using (IoT) driven data-streams & production systems for eliminating down-time, waste, and delay in manufacturing with explanability. Worked as Architect(Advance Analytics )/Sr.Data Scientist with IBM Watson Financial crimes(India Software Labs), in the field of payment fraud prevention , security solutions,Alerts , Due Diligence which increases the effectiveness of suspicious behavior detection &decreases investigation time .

Amit Vaid's Current Company Details
State Street

State Street

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Managing Director, Emerging Tech CoE - Applied Science,GenAI services and AI Research
Bengaluru, KA, IN
Website:
statestreet.com
Employees:
44927
Amit Vaid Work Experience Details
  • State Street
    Managing Director, Emerging Tech Coe - Applied Science,Genai Services And Ai Research
    State Street
    Bengaluru, Ka, In
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  • State Street
    Vice President-Ii, Head Of Data Science ( Ai India) Artificial Intelligence Group
    State Street Jun 2021 - Present
    Boston, Massachusetts, Us
    Heading Efforts for the Artificial Intelligence group for INDIA -CoE . My responsibilities include.Leading the efforts for Sate Street globally to adopt generative AI across the business processes.Leading AI team through the phases of use-case data exploration and prototyping to the design, implementation and deployment of the resulting Cognitive services supporting the use-case. • Leading a 50 + Rock Star team of Architects ,Sr Data scientists, Engineering Managers , machine learning , software & QA engineers. •Engage with lines of business, users and analysts to explore and prototype opportunities and use-cases exploring data and the application of cognitive and machine learning technologies • Build automated pipelines. to address business problems • Lead the design, development, testing and support of Cognitive microservices, operationalizing and productizing resulting models and cognitive solutions.Present Area of Work GenAI -Establishing blueprint design for wider rollout with in the firm, working through different aspects of development ,infrastructure, operations & legal for initial go lives. -Building a GenAI platform with “low code no code” for the Firm to enable business build , deploy & govern multimodal /multisource knowledge copilots at scale . -Building a GenAI SDK to have service capabilities which includes Information extraction , text2sql, summarisation etc. AI - Building Platform to enrich data for handling complex financial documents for multimodal learning tasks. - leverage AI to develop an early warning system for identifying ,managing, forecasting & enriching Incident data for Business Risk Management. - Build AI service that applies advanced Deep learning to extract text, key-value pairs, tables, and structures from financial documents into usable data . - Leverage AI for calculating NAV for indexes and reduce false alerts arising due to variances in NAV calculation.
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  • Oracle
    Senior Principal Data Scientist(Consulting Member Staff) : Ai Head (R&D) , Oracle Iot Cloud
    Oracle Feb 2021 - Jun 2021
    Austin, Texas, Us
    Oracle IoT analytics provide AI in a box , which is consumed by different Oracle IoT cloud Apps(Asset Monitoring/Fleet Monitoring/ Maintenance cloud /Demand ). * IoT Asset Monitoring Cloud (https://cloud.oracle.com/en_US/iot-asset-monitoring-cloud)* IoT Fleet Monitoring Cloud (https://cloud.oracle.com/en_US/iot-fleet-monitoring-cloud)* IoT Cloud - Enterprise Platform (https://cloud.oracle.com/en_US/iot)My responsibilities include :- Lead and contribute to the research & development efforts for analytics in Oracle IoT apps. -Define & refine requirements from Oracle cloud Apps to come up with AI solution , to be delivered as a 'AI in a box' capable of end-2-end execution as 'AutoML' where most decisions from problem framing(prediction /anomaly/trend/fingerprinting etc ), data health check , algorithm selection , hyper parameter tuning , drift detection & deployment is to be developed into the framework.-Design algorithms /techniques as per the future road map of the product.(Conduct experiments/research/POC)-Continuously look at improving the exiting system.(Improve model performance,execution time,extensions)-My Immediate focus is Anomaly detection in sensor based systems/ Predictive maintenance /Demand forecasting/Maintenance schedule optimization .- Lead efforts to create Intellectual Property (patents) . -Collaborate with Oracle Research on key initiatives. - Mentor a team of ML engineers in adopting data science solutions into production.Presently working in following Areas . Using semantic segmentation for manufacturing to identify anomalies. ETA prediction for logistics provider Automatic Integrated Data Health checker. External Model upload , leveraging PMML. Multivariate anomaly detection (Autoencoders/PCA / Kernel Density/MSET)
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  • Oracle
    Principal Data Scientist
    Oracle Mar 2019 - Feb 2021
    Austin, Texas, Us
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  • Ibm
    Sr. Data Scientist /Architect (Ai) (Ibm Watson Financial Crimes -Offering Management)
    Ibm Mar 2018 - Mar 2019
    Armonk, New York, Ny, Us
    IBM Financial Crimes Alerts Insight with Watson (FCAI) is designed to reduce the overall cost of monitoring transactions while also complying with anti-money laundering regulations. The solution is designed to save time and money while also protecting financial institutions from fraud.https://www.ibm.com/in-en/marketplace/ibm-financial-crimes-alerts-insightAs part of the S.W.A.T team (team of experts), with offering management group ,responsible for working with client word wide ,understand-refine use-cases,work with data , Implementing several layers of analytics .Develop and enhance analytics module of Alert Insight product, including Supervised Machine Learning (Random Forest, XGBoost, etc.), Anomaly Detection, and RFM (Recency, Frequency, Monetary) Model. Develop Transaction List Screening functionalities by combining different matching algorithms and producing rule-based insights. Extract insights from various analytical results for compliance officer's decision making.
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  • Ibm
    Data Scientist : Ibm Watson ( Safer Payments /Cfm- Consulting)
    Ibm Dec 2016 - Mar 2018
    Armonk, New York, Ny, Us
    Consultant for IBM Safer Payments (Real Time Transaction Monitoring) which combats fraud and controls risk for all types of card based payments, online banking, transaction banking (e.g. Faster Payments, SEPA Direct Debits), Internet and mobile payments).IBM Safer Payments is a true 24x7 real-time system. https://www.ibm.com/us-en/marketplace/payment-fraud-preventionCounterFraudManagement- Consulting ( Word Wide role ).Statistical Models , Hypothesis testing,Machine learning Models (Supervised /Clustering) .https://www.ibm.com/support/knowledgecenter/en/SSXJFX_1.5.0.5/c_counter_fraud_management_overv.htmlConsulted clients world wide ( Singapore,HongKong,Thailand,UK, Australia,US,India). Experience working& leading engagements in multiple geographies .
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  • Ibm
    Data Scientist |Principal Consultant (Ibm Software Labs)
    Ibm Sep 2015 - Nov 2016
    Armonk, New York, Ny, Us
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  • Ibm
    Data Scientist (Ibm Software Labs)
    Ibm May 2011 - Aug 2015
    Armonk, New York, Ny, Us
    Contributed in almost all MAJOR AREAS OF CFM Use Case Development.Knowledge of key technologies in CFM and actively contributed to development of message flows IIB , Rule applications ODM rule Development, SPSS anomaly and aggregation models SPSS Model Development, CFM dashboards CONGNOS , Data Modeling , Data Ingestion. Work with Technical and business SME to capture functional requirements for banking use cases. Implemented Core banking solution on the Counter Fraud Platform.Lead & Contributed to the development of Check Deposit Fraud , Wire Fraud , Anti Money Laundering use cases.Roles involve requirement gathering, data modeling, writing various advanced analytic(SPSS+ ODM+ ADM) and Integration flows(IIB).
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  • Ibm
    Advisory Engineer (Rational Software , Product Research & Development )
    Ibm Jan 2005 - Apr 2011
    Armonk, New York, Ny, Us
    Product Development Architect : Worked on IBM Rational Products ( couple of them from v 1.0), some of my work includes :Rational Test WorkBench WEB UI Tester. Part of V1.0 release of a WEB UI tester. Implemented support for testing HTML 5/JqueryUI and Dojo widgets. The Generated test can be play back .The tests are generated in an english Like Language. IBM Rational Functional Tester.Lead key feature development for IBM rational functional Tester for Major releases.Some of my work includes..*Build a Version agnostic Solution for FireFox as a browser for testing web Apps through Rational Functional Tester.* Support Test Automation using IBM Rational Functional tester on google chrome Borwser.*New Innovative way to author Manual test cases using a Natural language,brought together manual testing capability of Rational Quality Manager 4.0 with automation capabilities of Rational Functional Tester to ease out the life of manual testers.*.Support .net 4.0 clr and application built using .net 4.0 to be tested with RFT.*.Bring up BM rational functional support on Visual Studio 2010Feature Development and team lead for IBM Rational Clearquest
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  • Cgi
    Software Engineer
    Cgi Aug 2004 - Dec 2004
    Montreal, Quebec, Ca
    View

Amit Vaid Skills

Machine Learning Python For Data Science Spss Modler Apache Spark Hadoop Ecosystem Core Java Websphere Message Broker Odm Data Modeling

Amit Vaid Education Details

  • The Johns Hopkins University
    The Johns Hopkins University
    Data Modeling .
  • Visvesvaraya Technological University
    Visvesvaraya Technological University
    Computer Science
  • D.A.V Sector 8 , Chandigarh
    D.A.V Sector 8 , Chandigarh
    Non Medical
  • Yadvindra Public School , Chadigarh
    Yadvindra Public School , Chadigarh
    10 Th

Frequently Asked Questions about Amit Vaid

What company does Amit Vaid work for?

Amit Vaid works for State Street

What is Amit Vaid's role at the current company?

Amit Vaid's current role is Managing Director, Emerging Tech CoE - Applied Science,GenAI services and AI Research.

What is Amit Vaid's email address?

Amit Vaid's email address is bu****@****ail.com

What schools did Amit Vaid attend?

Amit Vaid attended The Johns Hopkins University, Visvesvaraya Technological University, D.a.v Sector 8 , Chandigarh, Yadvindra Public School , Chadigarh.

What are some of Amit Vaid's interests?

Amit Vaid has interest in Science And Technology.

What skills is Amit Vaid known for?

Amit Vaid has skills like Machine Learning, Python For Data Science, Spss Modler, Apache Spark, Hadoop Ecosystem, Core Java, Websphere Message Broker, Odm, Data Modeling.

Who are Amit Vaid's colleagues?

Amit Vaid's colleagues are Arun S, Darius Rogers, Michel Stempert, Jędrzej Chojnowski, Pinki Kanojia, Alyssa Tabachnick, Bhava Dharani.

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