Projects & Quantitative Valuation Models
A comprehensive archive of quantitative valuation engines, algorithmic portfolio systems, machine learning architectures, and strategic operational frameworks.
Algorithmic Intrinsic Pricing & Credit Assessment Model
Engineered an automated, end-to-end corporate valuation and credit risk engine that dynamically calculates probabilistic target prices and assesses structural solvency using live institutional market data.
Quantitative Portfolio Optimization & Risk Analysis Model
Engineered a robust, multi-asset portfolio optimization and risk assessment model designed to maximize risk-adjusted returns and strictly quantify tail-risk.
Indian Corporate Bond Yield Analysis
Engineered a risk-neutral fixed income portfolio using a quantitative Barbell Strategy, optimizing for yield (Carry) and Convexity.
Bharti Airtel Africa Expansion
Comprehensive strategic analysis of Airtel's expansion into African markets. Focused on currency hedging strategies to mitigate FX risk.
Automated Rebate & IC Modeling
Optimized a multi-tier incentive compensation system by architecting a robust data model that synchronizes system IDs with geographic territory alignments.
Financial News Sentiment Classification
Built an NLP framework to predict sentiment in financial headlines, comparing BoW and TF-IDF vectorization across Random Forest and Deep Neural Network models.
Real-Time Fashion Object Detection using YOLO
Deployed a YOLO-based architecture for localized apparel detection, leveraging single-shot detection techniques and data augmentation.
MSME Lending Intelligence (SwiftAudit)
Agentic AI for Cross-Modal Credit Risk. 70% reduction in review time; 10x scalability in application handling.
Retail AI: Financial Benchmarking of CV Models
Optimizing Shoe Classification via Payoff Matrix & Edge Efficiency. Identified YOLOv8n-cls as the winner with 90.48% accuracy.