Alok Singh, PhD
Vice President at JPMorgan Chase & Co. DataScience|Predictive Modeling|Machine Learning|NLP|Deep Learning|LLMs|Gen-AI
17.8
Years of Experience
Education
Companies
jp morgan, citi, tcs, wipro, indian airlines limited now air india, indian airlines limited now air india
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Alok's contact details
Email (Verified)
aloXXXXXXXXXXXXXXXXXXom
Mobile Number
+91XXXXXXXX36
Experience
2020 - Present
jp morgan
Vice President (Sr)
• 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
2018 - 2020
citi
Assistant Vice President
Lead the Advanced Analytics team for Retail Bank.
2015 - 2018
tcs
Delivery Manager (Analytics & Insights)
Analytical Consultancy in the area of retail credit risk, marketing and regulatory requirements for financial institutions. Lead the Advanced Analytics team for Retail Bank. Worked with major Banks (Citi, PNC, LBG) as clients.
2013 - 2015
wipro
Manager (Advanced Analytics & Information Management)
Analytical Consultancy in the area of retail credit risk, marketing and regulatory requirements for financial institutions. Lead the Advanced Analytics team for Retail Bank.
2010 - 2013
indian airlines limited now air india
Manager (IOCC- Planning and Research) R&D
Leading and Solving business problems and challenges using Advance Analytical approaches.
2004 - 2008
indian airlines limited now air india
Dy Manager
Experience
37 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
Large language models (LLM)
Leadership
Machine Learning (ML)
marketing
Natural Language Processing (NLP)
operations
Payments
Portfolio Management
predictive modeling
Process Improvement
pyspark
Python
Pytorch
R
Retail
Risk Management
sas
Scikit
Scikit-Learn
SPSS
strategy
Education
