Brian Mackwan

Associate Consultant

India0 mo experience

Key Highlights

Developed a €60M trading strategy with a Sharpe ratio of 2.68.
Achieved 95.94% accuracy in hoof key-point detection.
Led content design for an EdTech app with a team of 5.

Stackforce AI infers this person is a Fintech and Healthcare expert with strong skills in Machine Learning and Quantitative Finance.

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Skills

Core Skills

Quantitative FinanceAlgorithmic TradingMachine LearningImage Processing

Other Skills

Convolutional Neural Networks (CNN)Credit Default Swaps (CDS)Credit TradingData Pipeline DevelopmentDeep LearningFinancial InstrumentsFinancial MarketsInvestment BankingPyTorchR-CNNStatistical AnalysisSynthetic Data GenerationTrading Dashboard Creation

Experience

Deutsche bank

Fixed Income and Currencies Analyst (Global Credit Trading)

May 2025 – Jul 2025 · 2 mos · Mumbai, Maharashtra, India · On-site

Created a model to estimate credit risk for Credit Default Swaps for relative value trade strategies using statistical analysis of market inefficiencies
Developed a data pipeline to preprocess market data of CDX IG names from Bloomberg, incorporating a trading dashboard and backtester to simulate P&L and RST over key credit events
Presented a strategy having a Sharpe ratio of 2.68 and PnL of €60M on a €100M notional using DB’s proprietary valuations to build indicators for hedging CLNs

Algorithmic TradingMachine LearningQuantitative FinanceFinancial MarketsFinancial InstrumentsCredit Trading+1

Technische universität braunschweig

Research Intern

May 2024 – Jul 2024 · 2 mos · Hannover-Braunschweig-Göttingen-Wolfsburg Region

Built an R-CNN in PyTorch for hoof key-point detection, supported by synthetic data generation and cross-validation
Achieved an Agreement Index of 95.94% with ground truth, enabling automatic conformation measurements with <1% deviation
Explored the intersection of AI and veterinary science, building tools for accurate, automated analysis

Machine LearningImage ProcessingConvolutional Neural Networks (CNN)Deep Learning

Stepapp

Content Designer

Sep 2022 – Oct 2022 · 1 mo · Mumbai, Maharashtra, India

Curated engaging content and animation for an EdTech app for over 15 different topics across 3 subjects
Revamped 130 slides in a limited time frame by effectively managing a team of 5 animators concurrently