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kunalsanga/README.md

Hi, I'm Kunal Sanga!

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About Me

  • Software Engineer focused on building scalable applications, backend systems, APIs, and developer tools.
  • AI/ML Engineer working with LLMs, Generative AI, RAG, Agentic AI, multimodal systems, and computer vision.
  • Researcher with experience at IIT Roorkee and NIT Jamshedpur, and a published IEEE conference paper on multimodal deep learning.
  • Interested in Continual Learning, Neural Memory, and Quantum Machine Learning, exploring approaches to more adaptive and efficient intelligent systems.
  • Passionate about open-source development, system design, experimentation, and translating research into practical applications.

Technologies & Tools

Languages

Libraries & Frameworks

Databases

Cloud Services

Software Tools

Operating Systems


Featured Repositories

A selection of software engineering systems, intelligent agents, and experimental AI research.


Developer Tools  Autonomous Agents

Autonomous AI software-engineering CLI agent that plans, inspects repositories, modifies code, recovers from failures, and delivers verified results.

Stack: Python, OpenRouter, CLI

Continual Learning  AI Research

Research architecture exploring continual learning paradigms, dynamic neural memory mechanisms, and adaptive systems designed to mitigate catastrophic forgetting.

Stack: Python, PyTorch, Deep Learning

AI Research  Clinical AI Evaluation

Empirical research framework benchmarking LLMs on standardized clinical diagnostic vignettes with multi-provider evaluation pipelines and diagnostic accuracy metrics.

Stack: Python, Azure OpenAI, Google Gemini, Ollama

Quantum ML  Architecture Search

Closed-loop, feedback-driven framework coupling Variational Quantum Circuit (VQC) design with LLM-guided architecture search for high energy physics applications.

Stack: Python, PennyLane, PyTorch, Ollama

Full-Stack AI  Telemedicine

Unified AI-driven telemedicine ecosystem connecting patients, healthcare providers, and pharmacists with intelligent triage, prescription workflows, and digital consultations.

Stack: React 19, JavaScript, Google Gemini AI, Node.js

Multimodal AI  Local-First Systems

Local-first, privacy-focused AI workstation combining real-time streaming LLM conversation with on-device text-to-image and text-to-video generation.

Stack: Python, Next.js 14, Ollama, ComfyUI, SD Turbo

GitHub Stats

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