SHREE SANJAY SONAWANE
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Specialized in developing and fine-tuning custom open-source language models with advanced QLoRA pipelines, achieving up to 99.40% accuracy, alongside robust web and application development[cite: 1].
About Me
I am an AI & ML Engineer specializing in advanced Large Language Models (LLMs), QLoRA fine-tuning, and custom agent architectures[cite: 1].
I have successfully developed and fine-tuned custom open-source models (such as CYPHER-GUARD-3B), achieving up to 99.40% accuracy in specialized testing environments[cite: 1]. My focus lies in designing robust datasets, optimizing GPU resources, and building end-to-end intelligent agent workflows.
Model Accuracy
Production Ready
Core Skills
AI & LLM Fine-Tuning
Expert in QLoRA adaptation, continuous pre-training, SFT datasets, and hyperparameter optimization.
Custom Agent Architectures
Building specialized intelligent agent frameworks, system prompts, and structured JSON output pipelines.
GPU Compute & Deployment
Optimizing high-end GPU nodes (Runpod/A100) and deploying serverless inference endpoints.
Full Stack & App Development
Developing scalable web platforms, modern UI/UX architectures, and responsive applications.
Featured Projects
CYPHER-GUARD-3B
A custom fine-tuned 3B parameter model optimized for structural task execution and specialized instruction logic, achieving up to 99.40% accuracy[cite: 1].
Cypher-Guard Interface
Live web implementation hosting the fine-tuned AI model interface for specialized security and task execution workflows.
Project Report Portal
Advanced reporting and data evaluation dashboard built to track testing metrics, model accuracy, and workflow logs.
SkyMatrix Creator
Modern creator platform featuring real-time layout metrics, generation pipelines, and structural productivity-focused user flows.
SkyMatrix World
Official company ecosystem built with high-performance web delivery architecture and optimized AI service routing.
GitHub Codebase
Public proof-of-work repository containing training scripts, QLoRA notebooks, and deployment architecture files.
Why Hire Me
SLM Tuning
99.4% Accuracy
GPU Setup
Custom Agents
Optimized
Clean Code
Full Stack
Fast Execution
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Shree Sanjay Sonawane
AI & ML Engineer / Fine-Tuning Specialist. Let's build something exceptional together.
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