Parikshit Kandgire

Aspiring AI/ML engineer with strong programming skills in Python, C++, and experience working with MongoDB and LLMs. Developed an AI-powered chatbot using Orca Mini 3B and Chainlit, with a focus on real-time interaction, quantization, and privacy-focused local deployment. Recently completed Coursera certifications in LangChain for LLM Applications and Introduction to AI (IBM). Committed to building practical, impactful AI solutions, and continuously advancing in the field of Generative AI and Machine Learning.

• LangChain for LLM application development, DeepLearning.AI – Coursera
• Introduction to Artificial Intelligence (AI), IBM – Coursera

Technologies: Python, Chainlit, Orca Mini 3B, quantization, knowledge distillation, LangChain (in progress)

• Developed a real-time conversational chatbot using the Orca Mini 3B language model, optimized for low latency, offline deployment
• Implemented asynchronous token streaming with Chainlit, enhancing response speed and user experience
• Applied quantization and knowledge distillation to reduce computational overhead, enabling efficient inference on devices with limited resources
• Project focused on data privacy, eliminating cloud dependency—ideal for sectors like healthcare, education, and support systems
• Currently enhancing with LangChain to integrate memory and retrieval for scalable, modular agent design