I'm a Computer Science graduate with a concentration in Software Engineering, interested in building dependable, intelligent systems that solve practical problems.
My work sits at the intersection of software engineering, applied AI, and research, with experience spanning machine learning, automation, data-driven applications, fintech, and human-centered computing. I'm particularly interested in systems that combine technical performance with interpretability, usability, and practical decision support.
Explainable hybrid framework for corporate payment anomaly detection, uncertainty estimation, and financial decision support.
Combines rule-based controls, Isolation Forest anomaly detection, interpretable statistical modelling, Bayesian uncertainty estimation, and financial simulation to support investigation of suspicious corporate payments.
Python Machine Learning FinTech Explainable AI Bayesian Inference Monte Carlo Simulation
Emotion-aware study assistant that adapts study sessions using real-time facial-expression recognition, personalized focus recommendations, and mood analytics.
Explores the intersection of affective computing, computer vision, and human-computer interaction to create more adaptive learning experiences.
Affective Computing Computer Vision Machine Learning HCI Personalized Learning
Behaviorally and affectively adaptive reading interface that uses real-time reading patterns to personalize the reading experience and support comprehension.
Investigates how behavioural and affective signals can inform adaptive interfaces and support more personalized digital reading experiences.
HCI Adaptive Interfaces Personal Informatics React Node.js PostgreSQL
Languages
Python · Java · JavaScript · TypeScript · C++ · SQL
Software & Web
React · Next.js · Node.js · Express · Django · REST APIs · Git · Docker
AI & Data
scikit-learn · pandas · NumPy · Machine Learning · Statistical Modelling · Anomaly Detection · Explainable AI
Research & HCI
Human-Computer Interaction · Affective Computing · Human-AI Interaction · Experimental Design · Usability Evaluation
I'm continuing to develop projects across software engineering, applied AI, fintech, and intelligent decision-support systems, with a particular interest in building systems that are not only technically effective but also interpretable and useful in real-world settings.
🌐 Portfolio: [under construction]
💼 LinkedIn: https://www.linkedin.com/in/tanisi-das/