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coreprinciple6/README.md

Hello this is Ishrat!

I'm an AI/ML engineer building agentic systems that connect multimodal understanding with real-world utility. My experience spans research and product: from deploying LLMs and RAG agents into production pipelines to exploring vision-language-action models for embodied AI. Currently, I focus on:

  • Multimodal AI — integrating text, image, and sensor data for smarter perception and reasoning
  • LLMs & NLP — finetuning and deploying language models in SaaS and vertical applications
  • Full-stack ML deployment — leveraging PyTorch, Hugging Face, vector DBs, Docker, and AWS

You can learn more from my website or reach out at [email protected].

Pinned Loading

  1. Few-Shot-Learning Few-Shot-Learning Public

    Few Shot Learning is the next generation class of algorithms being researched currently for object categorization tasks in Computer vision with unseen data and without pre-training.

    Jupyter Notebook 3

  2. GEC-with-SFT-SmallLM GEC-with-SFT-SmallLM Public

    Python 1

  3. Navigation-Assistant-Final Navigation-Assistant-Final Public

    Forked from Namerlight/Navigation-Assistant-Final

    Navigational Assistance for the Visually Impaired (Project for CSE499 Senior Design). Uses a phone camera and a semantic segmentation algorithm to detect obstacles and alert the user.

    Java

  4. Acoustic-Scene-Classification Acoustic-Scene-Classification Public

    Acoustic Scene Classification using CNN

    Jupyter Notebook 1 1

  5. Arcface-for-Face-Recognition Arcface-for-Face-Recognition Public

    ArcFace is an open source SOTA model for facial recognition. It has shown outstanding performance of 99.82% accuracy in LFW dataset.

    Jupyter Notebook 1

  6. Bangla-Chat-AI Bangla-Chat-AI Public

    Python