Master's Thesis
Narrative Inconsistency Index (NII) & SEC Audit
End-to-end GenAI pipeline ingesting 167 SEC 10-K filings of 25 tech titans via Gemini 2.5 Pro/Flash to quantify the executive 'Optimism Gap' and predict stock crash risk (NCSKEW).
- 167 SEC Filings: Processed 25 market-leading tech titans across 2016-2023
- Statistical Significance: Econometric analysis of NII forecasting one-year forward crash risk
Avanade Client Project
Avanade: AI Utilities Platform & DSO GTM Strategy
Go-to-Market strategy, commercialization roadmap, and Agentic AI deployment framework for an intelligent utilities platform engineered for Distribution System Operators (DSOs) and power grid resilience.
- DSO GTM Strategy: Value proposition and market entry roadmap for European energy distribution operators
- Smart Meters & Agentic AI: Grid telemetry integration and autonomous agents for dynamic load balancing and fault prediction
FinTech MVP
finAId: AI Personal Finance & Budgeting Coach
AI-driven wealth advisory web app featuring conversational expense categorization, 14-day cashflow forecasting, and Open Banking API architecture.
- Interactive MVP: Designed in Visily and built with Lovable.dev for conversational budgeting
- Predictive Cashflow: Dynamic alerting engine identifying budget deficits 14 days ahead
Fair 2nd Place Winner
TEKSAN GO-ON: Affiliate GTM Strategy
Multi-tiered affiliate compensation model and omnichannel launch strategy for portable energy storage solutions, awarded 2nd Place at Bilkent University FBA Fair.
- 2nd Place Award: Bilkent University FBA Project Fair competitive recognition
- Acquisition Optimization: Tiered affiliate incentive structure cutting projected CAC by 40%
AgriTech Project
AgroSphere: Smart Precision Farming Platform
Comprehensive AgriTech solution uniting IoT soil sensors, Sentinel-2 satellite vegetation analysis, and AI predictive insights to elevate crop yields in Indian agriculture.
- Multimodal Telemetry: Ground IoT sensors integrated with satellite NDVI spectral analytics
- Precision Resource Plan: AI-driven irrigation and micro-nutrient recommendation engine
Platform Strategy
Trendyol: Decacorn Platform Model Canvas
In-depth Platform Model Canvas analyzing Turkey's $10B+ decacorn, evaluating multi-sided network effects, fulfillment integration, and merchant retention flywheels.
- 250K+ Sellers & 40M+ Users: Cross-side network effect and ecosystem flywheel mapping
- Ecosystem Synergy: Integration analysis of Trendyol Express logistics, fintech, and marketplace
EdTech Case Study
E-Learning Simulation: Gamified EdTech
Agile product development simulation for a gamified educational platform featuring AI-adaptive learning paths and Jira-driven sprint lifecycle management.
- Agile Product Execution: Managed comprehensive sprint cycles and backlog grooming in Jira
- Adaptive Pathways: Dynamic curriculum pacing engine adjusting to real-time learner scores
Organizational Strategy
Intercultural Business Resolution & M&A
Strategic inquiry into cross-cultural corporate conflict, investigating the Daimler-Chrysler merger breakdown to formulate resilient post-merger integration frameworks.
- M&A Failure Autopsy: Structural diagnosis of executive leadership culture clashes in Daimler-Chrysler
- Integration Playbook: Actionable PMI protocol for cross-border governance and decision rights