Profile

Alok Singh, PhD

Vice President at JPMorgan Chase & Co. DataScience|Predictive Modeling|Machine Learning|NLP|Deep Learning

4

Years of Experience

Education

Companies

jp morgan

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Experience

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    2020 - Present

    jp morgan

    Vice President

    • Providing thought leadership, Driving Strategy and Building Corporate technology solutions for Payment Risk, and Anomalies detection across all divisions of JPM Chase with a team of talented resources within APAC • Received EECT Excellence Award Q2-2022 for outstanding contribution in Data Science delivery • 3 Patents filed (WIP) • Managing and guiding data science and data engineering elements of AI & data science projects and translating use cases to analytics agenda, including data, approach and validation strategy • Leading multiple projects with diverse scope and complex business and technical challenges across several business units and functions. Projects include – Transaction Risk Scorecard for Fraud Detection (UK and US region), Anomaly detection in Travel and Expense for Concur, Purchase Anomaly detection for Ariba, Process Improvement for 5C compliance in audit mechanism using context-based NLP using Transformers, Context based Complaints Topic Modeling • Liaising with Technology officer, Risk and Credit Officers across all lines of business in JPMC to Define, Design and Deliver the next generation of risk, and exposure monitoring platforms • Developing best practices for data science, considering the full analytical lifecycle. Proactively identifying business opportunities and solutions. Driving relationship with business and technology partners, identifies opportunities and priorities, drive consulting and engagement strategy for the group. Providing regular updates to upper management to ensure alignment with priorities and focus areas • Supporting for several Diversity and Inclusion movements across the firm to increase both hiring, retention and employment experience of diverse talent across the globe. Actively involved in organizing hackathons, guiding, mentoring and training CT-APAC workforces for hackathons

Experience

33 Skills

analytics

Artificial Intelligence (AI)

auditing

banking

BERT

Consulting

Convolutional Neural Networks (CNN)

Customer Retention

Data Engineering

Data Science

Data Scientist

Deep Learning

Design

Education

finance

Hiring

Leadership

Machine Learning (ML)

Natural Language Processing (NLP)

operations

Payments

Portfolio Management

predictive modeling

Process Improvement

pyspark

Python

Pytorch

R

Retail

Risk Management

sas

SPSS

strategy

Education

    Colleagues at jp morgan

    Anish Kumar

    Site Reliability Engineer

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    Anish Kumar PK

    Software Engineer

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    Pranay Kundu

    Associate Software Engineer

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    Alok Singh, PhD

    Vice President

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