Hi, I'm Rupesh
Aspiring AI / ML Engineer

I build intelligent systems that learn from data.

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Deep Learning

CNNs, Transformers

NLP

Text pipelines & embeddings

Data

ETL, visualization

Research

Exploring optimization techniques, efficiency in training, and model interpretability.

Efficient Transformers

Work on reducing self-attention compute using locality-aware methods

Model Compression

Pruning and quantization for deployment on edge devices

Projects

Library Voicebot | October 2025

  • Developed an NLP-based voice assistant in Python designed to interact with users and manage library inquiries.
  • Leveraged the Gemini 2.5 Flash model as the core engine for natural language processing and conversational understanding.
  • Integrated the ElevenLabs API alongside FFmpeg to implement robust, high-quality text-to-speech capabilities.
  • Handled library data interactions and catalog queries through CSV integration.

Road Safety Trend Forecasting Engine | November 2025

  • Built a predictive analytics pipeline in Python to forecast 2023 road accident trends across India.
  • Developed a predictive machine learning model utilizing Linear Regression algorithms to analyze and project accident data.
  • Leveraged data science libraries, including Pandas and Scikit-Learn, to process historical data and train the forecasting engine.

Certificates

Generative AI Study Jam - Google Cloud

Successfully completed hands-on training in core Generative AI principles. Demonstrated practical skills by designing prompts in Vertex AI and building GenAI applications using Gemini and Streamlit.

ChatGPT and AI Masterclass - Nikistian Media Pvt. Ltd.

Earned a Certificate of Participation for successfully attending a masterclass focused on ChatGPT and Artificial Intelligence.

AI Assistant

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