View PDFDownload PDF

Sidessh More

mosiddhesh@gmail.com | LinkedIn

Education

SIES Graduate School of Technology

Bachelor of Engineering in Artificial Intelligence and Data Science | CGPA - 9.35/10.0

Mumbai, Maharashtra | 2021 – Present

Internship

Python Development Intern

Digibranders Private Limited | Mumbai, Maharashtra

June 2023 – August 2023

  • Developed and optimized RESTful APIs, improving system performance by 23% and enhancing data retrieval and user interaction.
  • Improved PostgreSQL database efficiency, managing 15+ tables and achieving a 60ms response time for the ERP Dashboard API, boosting user experience.

Research Experience

Use of Fine-Tuned LLMs in Engineering Education: Evaluating Answer Quality using Metric-Based Scoring

Published in IJERT - International Journal of Engineering Research & Technology | September 2024

  • Optimized LLMs like Llama 3.1, Llama 2, and Mistral to generate high-quality engineering academic content, fine-tuning models on a chapter-wise basis.
  • Evaluated model performance using advanced metrics like ROUGE, Cosine Similarity, and METEOR, with human expert assessments confirming Llama 3 as the top performer.

App-Based Solution to Water Foot Print: Tracking and Mitigating Water Usage

Published in IJERT - International Journal of Engineering Research & Technology | July 2024

  • Developed an app to track water footprints, promote conservation, and provide personalized water-saving recommendations, featuring image recognition and data visualization.

Academic Projects

Auto Pipeline for EDA | Python, Pandas, Matplotlib, Seaborn

  • Processes CSV dataset and generates data summary, categorical data distribution, basic statistics, missing data visualization, correlation heatmap and scatter plots.
  • Reduced manual coding efforts by automating EDA tasks, saving 300-400 lines of code and approximately 3-4 hours of analysis time per project.

Product Listing Optimization Tool | Python, Pandas, Llama3

  • Developed a web-based tool that scrapes Amazon product links for analysis and insights, helping product publishers optimize listings.
  • Leveraged LLMs to generate recommendations for descriptions, titles, and keywords, and used data visualization to illustrate their potential impact on sales performance.

Aqua Trace App | Flutter, Firebase, MobileNet

  • Developed and published an app on the Google Play Store to track water footprints and promote conservation, with 250+ downloads from 25+ countries.
  • Curated a dataset with 230+ food items and 30+ activities, enhancing app utility and user engagement.
  • Integrated an advanced image recognition model trained on 6,000+ images across 42 classes, using MobileNet CNN for efficient processing and accurate recognition.

Technical Skills

Languages: C, C++, Python, Dart, JavaScript, SQL, HTML, CSS

Technologies: Django, React, MongoDB, PostgreSQL, Streamlit, Git, Postman, Flutter, Figma, GitHub, TensorFlow

Community Service

Flutter Developer Intern

Saukhyam Pads | Mumbai, Maharashtra

August 2024 – Present

  • Contributed to community outreach on sustainable menstrual hygiene and reusable pads.
  • Led development of a mobile app for rural women, providing resources on sustainable products.
  • Designed and implemented 30 user interfaces, ensuring an intuitive user experience for both distributors and retailers.
  • Developed and launched a mobile application using Flutter and Supabase, streamlining the onboarding process for distributors and shops.

Positions

Coordinator and Web Developer

Google Developer Student Club (GDSC) SIESGST

August 2022 – May 2023