Airline Customer Service Chatbot

Context-aware chatbot for an Airline, leveraging LangChain and large language models (LLMs) to interact with users and handle customer queries by retrieving relevant flight details.

Hotel Reviews Classifier

Classifier for hotel reviews that determines both their polarity (positive or negative) and veracity (truthful or deceptive) using Natural Language Processing.

Dental Clinic Database

Database system design and implementation with web app integration for managing the operations of a dental clinic.

Giro D'Italia: Analysis of RAI's Media

Unsupervised video analytics problem, focusing on segmenting and classifying RAI's media coverage of the Giro D'Italia cyclist footage into distinct scenes and types of shot.

E-REDES Data Warehouse Analysis

Data integration of two real-world datasets from Portugal's energy distribution network, provided by E-REDES, into a Data Warehouse for comprehensive analysis.

Character Level Machine Translation

Encoder-decoder model to solve a machine translation problem, translating sequences of tokens from a source language (Spanish) to a target language (English).

Regression and Butterfly Wings Classification

Regression and Image Classification tasks, focusing on handling outliers and imbalanced datasets.

Mobile Legends 2022 Analysis

Mobile Legends heroes and pro-scene esports analysis until the 2022 year.

AI Agent for ‘Roll the Ball’ Slide Puzzle

AI agent solution to solve the classic 'Roll the Ball' Slide Puzzle game, using A* algorithms with custom heuristics, rearranging tiles to create an unobstructed path for the ball to reach the exit.

AirRoutes

Program to optimize airline routes, minimizing redundancy and cost while maintaining connectivity between all airport locations.

PokeriStars

Program to simulate and evaluate poker games with multiple players, including input validation, poker hand evaluation (e.g., High Card, Flush, Royal Flush), tournament mode, and scoring management for different scenarios.

Autonomous Car Simulation

Autonomous car simulation navigating between two locations in a defined environment without real-time human intervention, comprising car controller, path planning, trajectory control, and sensor integration.

Drawing Robot-Arm

Serial manipulator with 5-degree-of-freedom that draws an input image on paper using a marker attached to the robot's gripper.