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Jitz_10

Jiten Ganwani

About Me:
I am an ambitious and technically proficient solutions architect currently pursuing a Bachelor of Technology in Computer Science and Engineering with a specialization in Artificial Intelligence and Machine Learning at Sardar Patel Institute of Technology in Mumbai, India.

Current Role

Training Placement Office, SPIT
Point Of Contact

Location: SPIT, Mumbai
Duration: August 2023 – Present
Responsibilities:
Organized and oversaw mock interviews on campus for TE students, facilitating a total of 500 interviews within a week.
Implemented a streamlined process to efficiently manage the extensive interview schedule.
Actively participated in organizing various training sessions.

Oculus - IPL Auction
Role: Organizing Member
Duration: January 2024 – March 2024
Responsibilities:
Led marketing efforts to pitch and secure sponsorship opportunities.
Contributed significantly to project operations and logistics for seamless event execution.
Served as an auctioneer, engaging participants and ensuring smooth event flow.

Projects
Rupies: Personal Financial Tracker | Django, React, SQL
Duration: February 2024 – Present
Description:
Directed the development of the “Personal Finance Tracker” project, overseeing the backend design with a RESTful approach.
Aligned closely with team members utilizing React for the frontend, ensuring cohesive system integration.
Utilized SQL as the database technology for efficient data storage and retrieval.
Implemented user authentication using JWT tokens, ensuring secure access to the application.
Integrated a chatbot from Gemini’s API, enhancing user interaction.

Movie Recommendation Project | Python, Streamlit
Duration: April 2024
Description:
Developed a movie recommendation application using Python and Streamlit, allowing users to discover new movies based on their preferences.
Utilized pandas for data manipulation, NLTK for natural language processing, and scikit-learn for building the recommendation engine.
Developed a streamlined user interface with Streamlit for easy interaction with the recommendation system.

Education
Sardar Patel Institute of Technology, Mumbai
Degree: BTech in Computer Science and Engineering (Artificial Intelligence and Machine Learning)
Duration: November 2022 – May 2026
CGPA: 7.95

Pace Science Junior College, Thane
Level: Pre-University College
Duration: August 2020 - May 2022
Board: Maharashtra Board
Percentage: 88.67
MHT CET: 99.028 percentile

Euro School, Thane
Level: High School
Duration: April 2018 - May 2020
Board: ICSE
Percentage: 97.4

Contact Me
Email: [email protected]
LinkedIn: linkedin.com/in/Jiten-Ganwani
LeetCode: leetcode.com/u/JItz10
GitHub: github.com/Jitz10
Mobile: +91 9860566455

Projects

Vikas

Inventory Management System at your fingertipsDjango, Flask, XGBoost, Long short-term memory (LSTM), Generative Advarsarial Networks (GANs), React.js, LlamaIndex, SQLAgents

Skills

Python
Django
SQL
MongoDB

Experience

  • Indian Institute of Technology Patna - Research Intern
  • Indian Institute of Technology Patna - Research
    January 2025 - Present

    I am working on developing a YOLO-based model integrated with Explainable AI (XAI) techniques to enhance transparency and interpretability in high-stakes applications. By leveraging methods like Grad-CAM, Grad-CAM++, and Eigen-CAM, I aim to provide visual explanations of the model's predictions, highlighting the regions most influential in its decision-making process. This approach not only ensures accuracy and performance but also builds trust by making the model's reasoning more accessible to end-users. While the model is designed for a critical domain, the integration of XAI is a key step toward improving reliability and accountability in AI-driven systems.

  • Sardar Patel Institute of Technology - Gen AI intern
    January 2025 - Present

    Implemented a chatbot by fine-tuning large language models such as Gemma, LLama, Flan, and Falcon using Lora and
    PEFT techniques for efficient parameter tuning. Enhanced performance by integrating these fine-tuned models with
    RAG (Retrieval-Augmented Generation) pipelines, achieving accurate and context-aware responses.
    • Developed multi-agent pipelines for improved model collaboration, enabling seamless data exchange and interaction
    between specialized models for complex task handling.

  • SP Jain Institute of Management & Research - Research Intern
    January 2025 - Present

    Developed a Generative AI application using RAGs (Retrieval-Augmented Generation) and LangChain to analyze
    content and generate thematic mappings, enabling insightful data-driven narratives.
    • Engineered the application to scrape and process content from diverse sources such as social media, websites, and user
    reviews, ensuring comprehensive content analysis and theme generation.

  • SmowCode - SDE intern
    June 2024 - July 2024
    • Developed the frontend of Smowcode's website using the MEAN stack, ensuring a responsive and user-friendly interface.
    • Integrated the frontend with RESTful APIs for efficient data handling and functionality.
    • Deployed and hosted the frontend on AWS S3 for high availability and scalability.