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RushikeshPati20/README.md

Hello! I'm Rushikesh Patil 👋

AI Engineer | Applied ML & NLP | LLMs, RAG, FastAPI | PyTorch | LangChain | GCP

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💼 Experience

⭐ Intern Data Science — Destek Infoslution (WAAYU)

Pune | Feb 2025 – Aug 2025
• Menu Catalog Automation: Developed a production-grade OCR pipeline using Google Document AI API and deployed it as a FastAPI service. Labeled and trained a custom processor on 1,500+ restau rant menus, achieving 89% extraction accuracy across diverse menu layouts. Exported structured outputs (CSV/JSON), enabling 3× faster and scalable restaurant onboarding.
• Vector Semantic Search Model: Engineered a vector-based semantic search system using a custom Word2Vec model integrated with MongoDB Atlas Vector Search. Trained on 3M+ catalog entries and indexed 400K+ items. Deployed a FastAPI search endpoint that improved contextual precision by 80% and supported recommendation-style product discovery.
• Funnel Performance Analysis: Built a real-time dashboard using Streamlit + MySQL, tracking 4,000+ restaurants. Visualized Funnel (onboarding, compliance, go-live), significantly improving operational decision-making and monitoring restaurant phases. Reduced manual report generation time by 80% and enabled region and franchise level analytics.
• AI-powered Image Generation Tool: Automated food image generation using Google Vertex AI API (Imagen), master-image caching. Delivered a pipeline with 98.7% visual match in internal team and scaled image generation for 100K+ menu items, eliminating manual photo/design workflows. Built an internal ap plication enabling seamless content automation

Connect with Me:

linkedin kaggle

Languages and Tools:

Recent Projects:

Education:

Master of Science – Data Science DR. D.Y. Patil Arts, Commerce & Science College– Pune
CGPA: 9.34 (June 2023 - April 2025)

Bachelor of Science – Computer Science
DR. D.Y. Patil Arts, Commerce & Science College– Pune
CGPA: 8.92 (April 2020 - June 2023)

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  1. CARSpace CARSpace Public

    Quantification of total cars and available parking spaces within a parking lot by applying basic Image Processing techniques using OpenCV.

    Python 2

  2. ML-Project-Student-performance-indicator ML-Project-Student-performance-indicator Public

    Student Performance Prediction is a machine learning project aimed at predicting the academic scores of students based on various factors.

    Jupyter Notebook 4

  3. English-Hindi-Neural-Machine-Translation-Transformer-PyTorch- English-Hindi-Neural-Machine-Translation-Transformer-PyTorch- Public

    A single-file, production-ready Encoder–Decoder Transformer for English → Hindi translation, implemented in pure PyTorch and trained on the CFILT IITB English–Hindi dataset.

    Python

  4. Internal-Knowledge-Chatbot-using-RAG Internal-Knowledge-Chatbot-using-RAG Public

    This is a Traditional RAG pipeline implementation which can be use to build a internal knowledge chatbot

    Python