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pandyahariom/README.md

👋 Hi, I'm Hariom Pandya

🎓 Ph.D. in Artificial Intelligence | 🤖 AI/ML/NLP Researcher | 🧠 Python Developer | 🤗 Hugging Face Contributor


🧠 About Me

I’m a research-oriented AI and ML professional with a Ph.D. focusing on Deep Learning, NLP, and LLMs.
My work bridges academic research and practical AI solutions, particularly in question answering, multilingual NLP, and language model adaptation.

I actively publish open-source models on 🤗 Hugging Face and author peer-reviewed research papers in top-tier journals and conferences.

🌍 Passionate about making AI accessible, interpretable, and multilingual.


🚀 What I Do

  • 🧩 Natural Language Processing: Question Answering, Sentiment Analysis, Embeddings
  • 🧠 Deep Learning: Transformer-based architectures, low-resource learning
  • 🧑‍💻 Python Development: AI pipelines, automation, and applied research tools
  • 🧾 Research & Publications: Author of 6+ international papers in AI and NLP
  • 🌐 Open Source: Contributor on Hugging Face and GitHub AI projects

🧪 Selected Publications

📝 Title 📚 Venue
Does learning from language family help? A case study on a question-answering task Cambridge University Press
Enhancing Low-Resource Question-Answering Performance Through Word Seeding and Customized Refinement International Journal of Advanced Computer Science Applications (IJACSA)
Cascading Adaptors to Leverage English Data to Improve Performance of Question Answering for Low-Resource Languages ACL Anthology (ICON Conference)
Question Answering Survey: Directions, Challenges, Datasets, Evaluation Matrices arXiv-cs
Satellite Image Classification with Data Augmentation and Convolutional Neural Network Springer – Lecture Notes in Electrical Engineering
A Novel Approach for Vehicle Detection and Classification IEEE International Conference on Computer Communication and Informatics

📖 View all publications on Google Scholar →


🤗 Published Open Source Models

Explore my 12 AI/NLP models on Hugging Face:
👉 https://huggingface.co/hapandya

🔍 Focus Areas:

  • Multilingual Question Answering
  • Contextual Embeddings for Low-Resource Languages
  • Transformer Fine-tuning Experiments

🧪 Recent Projects

📝 Title 📚 Repo link
Railway QA RAG based QA System
Retrival QA - Chromadb similarity-search
Chat Agent LiveApp ai-chatbot
Echo Agent ai-echo-agent

⚙️ Tech Stack

Category Tools
💻 Languages Python, C, C++
🧩 AI/ML/NLP Transformers, LLMs, QA, Chatbots, Sentiment Analysis, Embeddings
🌐 Frameworks FastAPI, Odoo
🗄️ Data VectorDB, PostgreSQL
🧰 Tools Git, Linux, JSON, XML

🌱 Currently Exploring

  • ⚡ Efficient fine-tuning for multilingual transformer models
  • 🔍 Custom retrieval-augmented generation (RAG) pipelines
  • 🧩 Model interpretability and optimization techniques

📫 Connect With Me


“Bridging academic AI research with real-world innovation through open collaboration.”

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