RDK // Neural Interface

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Welcome to the portfolio of Ramachandra Dayal K.

Specialization: Computer Vision & NLP.

🔭 I’m working on: LLM fine-tuning 🌱 Currently learning: Deep Learning & Model Optimization 💬 Ask me about: Computer Vision,NLP, ML, Python, or Automation

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Player Re-Identification

Computer Vision

Pipeline to detect, track, and re-identify football players using YOLOv8 and TorchReID with OCR integration.

YOLOv8 TorchReID OCR

View Source

Finetuned Qwen (Unsloth)

LLM Fine-tuning

Fine-tuned Qwen model for LeetCode competitive programming using Unsloth for optimized training.

Unsloth Qwen Hugging Face

Model Code

Exercise Recognition

Machine Learning

ML models to classify barbell exercises and count repetitions from MetaMotion sensor data.

Scikit-Learn Time-Series

View Notebook

SEAL–BDH Architecture

Research

Hybrid simulation exploring adaptive self-improvement and biologically inspired neural dynamics.

Adaptive Learning Bio-Inspired

View Repo

Py-Easy-Env

Dev Tooling

Modern GUI for managing Python project dependencies, abstracting complex CLI workflows.

Python GUI

View Tool

LIVE

Languages

Python95%

Java80%

SQL85%

Frameworks/Libraries

PyTorch90%

TensorFlow85%

OpenCV / Scikit-learn88%

Domains

Computer Vision NLP / LLMs Time-Series Edge AI

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