Projects
Real-Time Goku-Style Voice Chatbot
Objective: Build an interactive chatbot that responds in real time with text-to-speech using a “Goku-style” anime-inspired voice for engaging user conversations.
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Approach: Designed the chatbot using natural language processing (NLP) for intent recognition and response generation. Integrated speech-to-text for voice input and a custom-trained text-to-speech (TTS) engine to mimic Goku’s voice tone. Deployed on a cloud environment for real-time accessibility.
Outcome: Delivered a fully functional chatbot capable of understanding queries, generating meaningful responses, and replying in a stylized anime voice. The project demonstrated skills in NLP, voice synthesis, and cloud deployment.
Tech Stack: Python, NLTK/Transformers, SpeechRecognition, gTTS/Custom TTS, Flask, Cloud Hosting (Heroku/AWS).
Analytical Dashboards (Power BI)
Objective: Design and deploy dashboards to analyze business data and extract insights for decision-making.
Approach: Collected raw datasets, performed data cleaning and transformation (using SQL and Power Query), and created interactive Power BI dashboards with KPIs, trend analysis, and drill-down features.
Outcome: Delivered clear visual insights into customer behavior, sales trends, and performance metrics. Improved data accessibility and supported data-driven decisions.
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Tech Stack: Power BI, SQL, Excel, Python (for preprocessing).
Face Recognition Automation
Objective: Develop an automated system capable of identifying and verifying faces for security and attendance purposes.
Approach: Implemented deep learning–based face detection and recognition models using Python and OpenCV. Trained on image datasets, applied preprocessing (cropping, normalization), and integrated real-time webcam detection.
Outcome: Achieved reliable accuracy in recognizing individuals and automated the attendance process, reducing manual errors. Demonstrated practical application of computer vision and machine learning in real-time scenarios.
Tech Stack: Python, OpenCV, TensorFlow/Keras, NumPy.