Summary
Overview
Education
Skills
Certification
Project
Timeline
Generic

Parikshit Kandgire

Pune

Summary

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.

Overview

1
1
Certification

Education

B-tech - CSE(AI-ML)

G .H.Raisoni College of Engineering And Management
Pune
06-2026

HSC - Science

Rajshri Shahu Mahavidyalaya
Latur
06-2022

SSC - 10 Th

Lal Bahadur Shastri Madhyamik Vidyalaya
Udgir
06-2020

Skills

  • Python
  • C
  • Problem-solving
  • Project planning
  • Machine learning
  • LangChain
  • Prompt engineering
  • Retrieval augmented generation
  • Communication

Certification

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

Project

AI-powered chatbot using Orca Mini 3B

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

Timeline

B-tech - CSE(AI-ML)

G .H.Raisoni College of Engineering And Management

HSC - Science

Rajshri Shahu Mahavidyalaya

SSC - 10 Th

Lal Bahadur Shastri Madhyamik Vidyalaya
Parikshit Kandgire