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KaranKendre11/README.md
animated hello

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About Me

class KaranKendre:
    def __init__(self):
        self.name = "Karan Kendre"
        self.location = "San Jose, CA ๐ŸŒ‰"
        self.education = "MS Computer Science @ Northeastern University"
        self.gpa = "4.0 / 4.0 โญ"
        self.current_role = "Research Assistant - Explainable AI"
        
        self.interests = [
            "LLMs & Agentic AI",
            "Distributed Systems",
            "Deep Learning & Computer Vision",
            "Cloud Architecture",
            "Quantum Computing"
        ]
        
    def say_hi(self):
        print("Thanks for dropping by! Let's build something amazing together ๐Ÿš€")

me = KaranKendre()
me.say_hi()

Current Focus

๐ŸŽ“ Research Assistant @ Northeastern University

XAI: Summarization Assistant for Research

  • Fine-tuning transformers (BART, LongT5) for citation-aware paper summarization
  • Building explainable AI frameworks with attention visualization
  • Layer-wise Relevance Propagation for transparency in LLMs
  • Interactive Streamlit-based interpretability tools

๐ŸŒŸ Areas of Exploration

  • ๐Ÿค– LLMs & Agentic AI - RAG, Fine-tuning, Prompt Engineering
  • ๐Ÿ—๏ธ Backend Systems - Microservices, Event-Driven, APIs
  • ๐Ÿง  Deep Learning - Transformers, CNNs, Computer Vision
  • โ˜๏ธ Cloud Native - Kubernetes, Terraform, GCP/AWS
  • ๐Ÿ”ฎ Quantum Computing - Noise reduction with ML

Professional Journey

timeline
    title Career Timeline
    2021-2022 : TrakLabs (Refactor Academy)
              : Full Stack Developer Intern
              : Angular, Node.js, SPA Development
    2022-2024 : CloudBloom Systems
              : Software Developer
              : Java Spring Boot, K8s, Microservices
              : Golang CLI, 5G Systems, Event-Driven Architecture
    2024-2026 : Northeastern University
              : MS Computer Science (GPA 4.0)
    2025-Present : Research Assistant
              : Explainable AI, Transformers, NLP
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Tech Arsenal

๐Ÿค– LLMs & GenAI

HuggingFace LangChain OpenAI Streamlit

๐Ÿ—๏ธ Backend & Frameworks

Spring Boot FastAPI Node.js GraphQL

๐Ÿง  Deep Learning & ML

PyTorch TensorFlow OpenCV scikit-learn

๐Ÿ’ป Languages

Python Java Go JavaScript C++ Bash

โ˜๏ธ Cloud & DevOps

Kubernetes Docker GCP AWS Terraform

๐Ÿ—„๏ธ Databases & Messaging

PostgreSQL MongoDB Elasticsearch Kafka RabbitMQ

๐Ÿ”ฎ Quantum Computing

Qiskit Cirq

Featured Projects

๐Ÿค– VibeOPS

RAG-powered AI agent converting user requirements into production-ready GCP infrastructure via Terraform with agentic orchestration, real-time knowledge retrieval, and human oversight.

๐ŸŒ WebsiteCloner

LLM-driven web reconstruction using Gemini API with FastAPI backend (<200ms response) and Next.js frontend. 85% structural accuracy in HTML/CSS generation.

Intelligent tool for detecting circular dependencies in codebases using graph algorithms. Identifies cyclic imports to maintain clean architecture.

๐Ÿ›ฃ๏ธ Road Segmentation

U-Net based road segmentation achieving IoU scores of 0.78-0.81 with custom-curated dataset for dynamic road environments.

๐Ÿ”ฎ Quantum Noise Reduction

CNN-based autoencoder reconstructing clean 5-qubit states from noisy density matrices using Google's Cirq. Achieved 0.47 average fidelity improvement.

LeetCode Stats

๐Ÿ† Problem Solving Breakdown

Difficulty Solved Beats
๐ŸŸข Easy 124/918 93.18%
๐ŸŸก Medium 229/1978 94.95%
๐Ÿ”ด Hard 45/896 90.34%

๐Ÿง  Top Skills

Dynamic Programming DFS Hash Table BFS

Achievements & Certifications

๐ŸŽ“ Academic Honors

Machine Learning & Artificial Intelligence Honors
Savitribai Phule Pune University โ€” Recognized for excellence in ML/AI during undergraduate studies

๐Ÿ“„ Publication

K. Kendre โ€” arXiv preprint arXiv:2509.16242, 2025

๐Ÿ“œ Certifications

Certification Provider
Generative AI with LLMs Coursera
Deep Learning Specialization Coursera
ML Specialization Coursera
Quantum Error Correction Google

What I Bring to the Table

โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚                                                                          โ”‚
โ”‚  ๐Ÿค–  LLMs & AGENTIC AI     โ†’  RAG, Fine-tuning, Prompt Engineering      โ”‚
โ”‚  ๐Ÿ—๏ธ  SCALABLE SYSTEMS      โ†’  Microservices, Event-Driven, K8s          โ”‚
โ”‚  ๐Ÿง   DEEP LEARNING         โ†’  Transformers, CNNs, Computer Vision       โ”‚
โ”‚  โšก  PERFORMANCE           โ†’  50-66% latency reduction achievements      โ”‚
โ”‚  ๐ŸŒ  CLOUD NATIVE          โ†’  GCP, AWS, Terraform, Docker               โ”‚
โ”‚  ๐Ÿ”ฎ  QUANTUM COMPUTING     โ†’  Qiskit, Cirq, Noise Reduction             โ”‚
โ”‚                                                                          โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

Let's Connect!

"The best way to predict the future is to create it."

Open to collaborations on LLMs, AI/ML research, distributed systems, and more!

LinkedIn



Pinned Loading

  1. VibeOps VibeOps Public

    Natural language to a running instance on GCP

    Python 1

  2. Circular-Code-Dependency-Detection- Circular-Code-Dependency-Detection- Public

    A tool that systematically detects circular dependencies in Python codebases using Tarjan's Strongly Connected Components algorithm and provides natural language explanations and refactoring recommโ€ฆ

    Python 2

  3. MLforQuantumNoiseReduction MLforQuantumNoiseReduction Public

    Final Machine Learning project exploring quantum error correction using deep learning. This work leverages Convolutional Neural Networks (CNNs) to denoise quantum states by learning to reconstruct โ€ฆ

    Python 3 1

  4. WebsiteCloner WebsiteCloner Public

    Python

  5. Computer-Vision-Projects Computer-Vision-Projects Public

    This repository contains all the project done in CS5330 COMPUTER VISION AND PATTERN RECOGNITION.

    Python

  6. DSA DSA Public

    Python