Department: Data Science & Artificial Intelligence, BI&ALead team of Data Scientists and supervise development, deployment, maintenance and modernization of Machine Learning, Artificial Intelligence, Deep Learning algorithms and statistical models, such as, Regressions, Random Forest, XGBoost, SArIMA, VAR, GArCH, K-means, RNNs, LSTM, MCMC etc., to tackle business problems/areas such as predicting churn, revenue forecasting, credit scoring, profile clustering & segmentation, cohort analysis, decay prediction, handset change prediction, market share prediction, segment movement etc.Oversee end-to-end connectivity and utilize the Big Data Apache Spark system in development of machine learning modelsDesign project architecture attuned to business specifications and lead the project end-to-end deployment with hands-on approachEnsure model and algorithm integrity and performance by tracking business impact through dashboards in Tableau and MicroStrategyOversee end-to-end connectivity and utilize Big Data Apache Spark system in AI model developmentAct as bridge between data scientists, business analysts and management by providing insights and by narrating stories that the data tells through a model or analysisProvide support to business analytics team through statistical insights and data analysisConduct macroeconomic analysis and modeling to understand the state of economic variables and contextualize the business and management decisions

Department: Business Analytics and Data Science, Business Intelligence & AnalyticsActively assist management in driving business based on data-backed decisions through data modeling, extraction, refining, comprehensive data analysis and insight generationTarget-to-achievement tracking of all KPIs and advise data-driven strategies to further good performance and/or corrective actions through dashboards developed in Tableau or MicroStrategyProvide root cause analysis as well as ad-hoc data support to all stakeholdersConduct trend and market analysis on activity and event related disruption or surge in business Supervise formulation of statistical and data science models for advanced analysis and forecastingSupervise testing of various clustering algorithms to better identify and segment consumers for refined business drive through targeted customer engagement and retentionDeveloped distribution-based anomaly detection algorithm in MS Excel for business KPI alarm center

Department: Structured FinanceCapital budgeting, financial modeling/forecasting, viability study of new projectsConduct industry and market (existing and future) research for a project proposalCredit and business risk analysis from stakeholders perspective of a projectOffer syndication solutions to project undertakersWork as relationship manager & financial advisor and offer innovative solutions to the corporate clientsDevise and offer capital market and non-traditional financial solutions (IPO, private placements, Bonds, ZCB, Preference Share, Commercial Paper, convertible securities) to complicated financial needsAdvise the clients in restructuring their Balance Sheet and offer solutions for such purpose(s)Maintain liaison between the client and the lenders/investors of syndication finance/financial productPreparation of Information Memorandum, Prospectus and internal memorandums (Board, Credit Review Committee) for necessary investment/loan invitation, approval process and other due diligenceDevise and offer solutions for complicated post-signing syndication deal problemsAct as trustee, agent and/or legal facilitator of a dealProcess improvement through sophisticated excel modelingAssist the business planning team in creating models and tools for number analysis and decision making

Tutor students in several courses of Finance, Economics, Mathematics, Statistics, Accounting

Department: Financial Forecast Analysis & Reporting, FinanceDevelop yearly business plan in close association with the Planning team which includes in-depth three year forecastBuild financial models and tools for maintaining the operating expenses and departmental expensesCreate/maintain/update financial models for accurately forecasting and monitoring capital expenditureAssist the Drilling and Asset Development team (Geologists, Geoscientists and Engineers) in devising financial strategy and making capital budgeting decisions for each business activityAssist other departments in maintaining their budgets and expenses, and tracking the costs with appropriate modelsCreate necessary excel tools/models for the management for informed decision makingConduct various sensitivity and scenario analyses of the Opex and Capex

Department: Structured FinanceCapital budgeting, financial forecasting and financial modeling for large infrastructure and/or private/public sector projectsConduct thorough microeconomic and macroeconomic research for the industry of relevant prospective business/projects through primary and secondary sourcesWork as relationship manager to the companies seeking financial servicesAct as financial advisor to the finance departments of large corporate houses Work as consultant for and liaison between the participating financial institutions of a syndicationProvide and design capital market solutions such as debt, equity and/or hybrid instruments (preference shares, convertibles) to the clients

Department: Structured FinanceConduct Industry research and model financial forecasts for projectsPreparation of Information Memorandum of a project proposalWork as relationship manager and provide corporate advisory services to the entrepreneurs and corporate houses

Department: Privilege BankingWork with the Relationship Managers in the department and assist the privileged customers of the bank with their personal finance needs through offering tailored products and services.Analyze and understand the market for the bank’s products and services through direct relationship with the customers and thus assist the product development team improve/design/redesign the products

Department: Corporate Finance, Commercial BankingAssist the Relationship Managers and Officers in the financial statement analysis of their clientsConduct research on client business segments and write article/reports on analyzing the industries of the corporate clients of the Corporate Finance Unit