Worked with the Organization
Here, you'll find a curated selection of the impactful projects I've had the privilege to work on throughout my career. Each project reflects my commitment to excellence, innovation, and a relentless pursuit of solutions that drive real-world impact. Explore these endeavors to gain insights into my expertise and the value I can bring to your team or organization.
Semantic Similarity Classifier
Objective: Develop a Semantic Similarity Classifier using BERT-based models to enhance customer support and NLP applications.
Role: Contributed to the model building process.
Responsibilities: Fine-tuned the pre-trained BERT model and integrated it into chatbot systems.
Skills Utilized: Python, TensorFlow, Hugging Face Transformers library, BERT.
Results/Outcome: Improved customer support through contextually relevant responses and enhanced user experience.
News Blog Generation
Objective: Create a Blog Generator application using the Langchain library and Falcon-7B-Instruct model.
Role: Led the development and integration at the client's side.
Responsibilities: Developed the application for generating blog posts from prompts.
Skills Utilized: Langchain, Falcon-7B-Instruct model integration.
Results/Outcome: Enabled users to generate blog content effortlessly based on their input prompts.
Educational Chatbot
Objective: Develop an interactive chatbot for a solar energy company to provide information about the company and its products.
Role: Led the development and deployment.
Responsibilities: Leveraged GPT-3.5 Turbo from OpenAI for natural language responses.
Skills Utilized: GPT-3.5 Turbo, chatbot development.
Results/Outcome: Enhanced user engagement and provided dynamic, context-aware responses.
AI Assistant
Objective: Create an interactive chatbot for a solar energy company.
Role: Led the development and deployment.
Responsibilities: Leveraged GPT-3.5 Turbo from OpenAI for natural language responses.
Skills Utilized: GPT-3.5 Turbo, chatbot development.
Results/Outcome: Improved user interaction and provided valuable insights into solar products.
Solar Chatbot
Objective: Develop an AI Assistant App using Streamlit and Hugging Face Transformers for efficient text summarization.
Role: Led the development and deployment.
Responsibilities: Created a user-friendly web interface and integrated NLP models.
Skills Utilized: Streamlit, Hugging Face Transformers, web-based interface design.
Results/Outcome: Efficiently extracted key information from text, enhancing user experience and information extraction capabilities.