Alok Singh
Executive Director (Applied Aiml) @JPMorganChase
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WORK HISTORY
Executive Director (Applied Aiml) @JPMorganChase
Bengaluru, IN
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 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
EDUCATION
Indian Institute of Technology, Roorkee
BTech (Honours), Mechanical Engineering
Management Development Institute, Gurgaon
MBA, Operations and Finance
Uttarakhand Technical University
PhD, Management Sciences and Quantitative Methods
ABOUT ALOK SINGH
Work Exp: A dynamic professional with extensive leadership, consulting and hands-on experience in Data Science, Advanced Analytics/AI-ML-DL-NLPCore Strength: Thought Leadership, Team Management, Stakeholders Management, Multicultural People Management with diverse geographiesTechnical Skills: Predictive Modeling, ML, NLP, DL- ANN, CNN, LSTM, GANs, LLMs, Generative AI, BERT and its variations, Attention Mechanisms (Transformers) using PyTorch framework, Graph ML, Markovs chains, ML Knowledge Graph, Anomaly detection using Graph ML, Explainable AI (XAI) using LIME and SHAPDomain Exp: Finance - Consumer and Retail Banking, Risk Management, Credit Risk Analytics, Retail Scorecards (Application & Behavior), Collections, Portfolio Management, Global supplier services operations, GSS Payments, Workforce Operations, Contact CentersTools: Python, Base SAS, SAS-EG, R, R Shiny, Pyspark and SPSS ToolsEDUCATIONBTech (Mechanical)- IIT-RoorkeeMBA from MDI, GurgaonPhD from UTU, DehradunProminent speaker and visiting guest faculty at premier institutes and industry forumsActively involved in organizing hackathons, hiring, guiding, mentoring and training CT-APAC workforces for hackathonsWon many awards and accolades. Most Recent- EECT Excellence Award for outstanding contribution in Data Science deliveryAlok can be contacted at +91••••••••36 or a••••••••@gmail.com
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