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@ossdaiict @ai-club-daiict

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jash0803/README.md

💫 About Me

  • Final-year B.Tech student at Dhirubhai Ambani Institute of Information and Communication Technology (DA-IICT).
  • Proficient in Machine Learning, Deep Learning, Large Language Models (LLMs), and Reinforcement Learning.
  • Experienced with frameworks and tools such as LangChain, LangGraph, Django, FastAPI, TensorFlow, PyTorch, and AWS.
  • Currently serving as the Convenor of the AI Club at DA-IICT, where I’ve mentored 100+ students and led initiatives like Prompt-a-Thon and the AI Odyssey learning series.
  • Core team member of the Google Developer Group (GDG) DA-IICT; co-organized DevFest, the institute’s flagship tech event, featuring 15+ speakers and 500+ participants.
  • Enthusiastic about technical writing—my latest blog, “What to Do After Completing Andrew Ng’s Machine Learning Specialization”, gained 200+ views and 100+ reads on Medium.

Key Experiences

  • Substance AI (San Jose, USA) – Interned as a Generative AI Engineer; built LangGraph-based multi-agent systems for insurance underwriting automation. Reduced document processing time from 5 days to just 5 minutes.
  • ZeroBalance (Ahmedabad, India) – SEO and Growth Intern; implemented content and technical SEO strategies that helped the product achieve #1 rank on Product Hunt.
  • DA-IICT Admissions Campaign (Gandhinagar, India) – Contributed directly to DA-IICT’s 2025 admissions campaign through SEO optimization and content writing, significantly boosting the institute's digital outreach.

Key Projects

I focus on building practical projects that solve real-world problems and deliver measurable impact.

  • DAIICT Chatbot – An intelligent chatbot built for daiict.ac.in, answering queries about admissions, courses, scholarships, placements, and more.
  • LLM4MUN – Fine-tuned the LLaMA 3 8B-Instruct model using QLoRA to simulate Model United Nations–style debates, enabling rich, contextual argumentation training.
  • Financial Asset Recommendation System – Combines collaborative filtering and content-based scoring to provide personalized investment suggestions.
  • KarunaCMS – A full-stack Django-based crisis management system with real-time incident reporting, task delegation, resource monitoring, and secure authentication.
  • Social Vault – A browser extension that stores your frequently used personal links and social handles for faster access—no more hunting through tabs or docs during form fills.
  • Cram-AI – An AI-powered revision assistant using Retrieval-Augmented Generation (RAG) to help students study smarter with contextual, accurate responses.

🌐 Socials:

Instagram LinkedIn Medium X YouTube email

💻 Tech Stack:

C C++ HTML5 JavaScript LaTeX Python AWS FastAPI Flask OpenCV Streamlit Gunicorn Nginx AmazonDynamoDB MySQL Neo4J Postgres SQLite Canva Figma Keras Matplotlib mlflow NumPy Pandas Plotly PyTorch scikit-learn TensorFlow Scipy GitHub Actions GitHub Git GitLab

📊 GitHub Stats:




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  1. ai-from-scratch ai-from-scratch Public

    Machine Learning, Deep Learning & Reinforcement Learning codes from scratch

    Python 1

  2. financial-asset-recommendation financial-asset-recommendation Public

    A hybrid financial asset recommendation system combining collaborative filtering, content-based methods, and questionnaire-driven risk profiling, for personalized investment suggestions.

    Python 1 1

  3. wealth-sync wealth-sync Public

    Portfolio management system that helps users track stocks, commodities, and currencies in one place.

    Python

  4. karuna-cms karuna-cms Public

    KarunaCMS is a Django-based crisis management platform that connects volunteers, organizations, and citizens to coordinate relief efforts efficiently during emergencies through task assignment, res…

    CSS

  5. bitcoin-time-series-analysis bitcoin-time-series-analysis Public

    A time series analysis of Bitcoin's daily closing prices (2014–2025) using statistical methods to explore trends, volatility, and stationarity.

    Jupyter Notebook

  6. echo-med echo-med Public

    AI-powered app that transcribes medical consultations, extracts clinical insights, and generates detailed assessments and prescriptions.

    Python