- Equity Research: Conducted theme-based stock analysis and developed Tableau dashboards, providing data-driven insights that enhanced stock pitches for a student-managed alternative assets fund, presenting investment recommendations to the board for the Thematic Portfolio. - Portfolio Optimization: Leveraged financial modelling skills and utilized advanced predictive models—including Random Forest, XGBoost, and Linear Regression—to identify risk-adjusted high-growth investment areas, optimizing portfolio analytics and buy/sell timing to enhance returns.

- Data Analysis & Dashboards: Engineered a comprehensive dashboard using Azure and Power BI, employing regression, logistic regression, and predictive modelling to analyze complex credit data. Automated decision-making processes while preserving human judgment, boosting operational efficiency by 25%.

- Consumer Lending: Diligently assess 200+ loan applications per month for HVAC/Home Improvement loans and financing. Conduct income & home ownership verification and credit checks to approve loans up to $30K. Escalate high-value and high-risk credit proposals to the Risk Management team by presenting detailed analyses and recommendations.

- Personal Loans: Top-performing agent handling 80+ calls weekly to register and assess personal loans for EasyFinancial, one of Canada’s leading personal loan providers. Escalated high-risk and urgent loan requests to the Risk Management team.

- Financial Analysis: Experienced with the full lifecycle of projects - conducted Due Diligence, went for site visits, aggregated reports, presented for approvals and executed credit underwriting. Coordinated with stakeholders, including customers, syndication lenders and regulators. - Financial Modeling: Developed complex, Excel-based Discounted Cash Flow (DCF) models to derive NPV, IRR, DSCR etc. and to run scenario analyses. Used Pivot tables, VBA, Macros, VLOOKUP etc., to automate the models and queries.Key Achievements:- Corporate and Project Finance: Raised $95M in investments for 18 companies with cumulative project costs of up to $2.2B in multiple sectors, especially in Power & Utility projects. Achieved Financial Closes of 5 deals in structured financing arrangements. >> Sustainable Finance: Financed 30 MW utility-scale Solar Power Plants, three Energy Efficient Factories and several Retrofits for Industries & Commercial Buildings. >> Infrastructure Investing: Financed 250 MW Dual-fuel IPPs, two Economic Zones, one five-star Hotel, two Steel re-rolling mills and two P3 Infrastructure projects. Significant projects: ▪️ First Dhaka Elevated Expressway (20 km expressway connecting the main airport, cost US$1.4B) ▪️ Dhaka By-pass Expressway (48 km toll road bypassing capital city, cost US$ 400M)- Development Fund Sourcing: Pitched, persuaded and sourced $121M low-cost funding from Development Banks, e.g. JICA, ADB, AFD etc., to finance ESG-focused projects.