A structured record of my engineering modules, architectural layers, and applied statistical systems.
Cython-optimized parallel multi-core CLaRa retrieval re-implementation.
Achieved 8.4x speeds over standard interpreted execution sequences by leveraging low-level multithreading blocks.
Adaptive runtime token patch pruning validation structures.
Hit 37% top-1 accuracy marks on localized ImageNet setups bound strictly underneath 1.8M params limits.
Political discourse analysis using contrastive retrieval and structural density metrics.
Built a MultiNCE-based retrieval pipeline combined with POLAR structural density analysis to identify ideological patterns and rhetorical structures in political communication.
Adversarial phishing generation and detection research platform.
Combined a 97.6% precision Naive Bayes classifier with ReAct-guided adversarial generation and Phi-2 QLoRA fine-tuning to evaluate phishing detection robustness.
Configured global financial metrics orchestration layers tracking microservice nodes via isolated environments.
Docker / Airflow / Argo View Project →Deployed real-time classification APIs encapsulated inside rigid automated deployment logic pipelines.
FastAPI / Docker / CICDResearch review on regularized discrete optimal transport and its applications to high-resolution color transfer.
Synthesized heavy-tailed statistical paths over alpha-stable distribution bounds across MCMC networks.
Modeled high-variance state industrial outputs by implementing localized parametric ARIMA tests.
R Language / ARIMAMapped localized routing configurations evaluating optimal placement layers across 1,200 EV charging grids.
Optimized combinatorial state-space searches utilizing A* with Manhattan heuristics and BFS graph-traversal graphs.