Frequently Asked Questions

Expert insights into my specialization and expertise.

What is Aryan Panwar's specialization?

Aryan Panwar specializes in Gen AI engineering and AI product management. He builds production-ready AI applications using Large Language Models, on-device AI, and agentic systems. His expertise combines deep technical knowledge of embedded systems with modern AI/ML tools like Gemini Vision API, Piper TTS, Whisper STT, and LLM orchestration frameworks.

What products has Aryan Panwar shipped?

Aryan has shipped three live AI products: FitWardrobe (v1.0.1), a privacy-first AI fashion stylist Android app using on-device processing with Gemini Vision API; Mithivoices (v0.2.0), an open-source text-to-speech platform supporting 19 neural voices across 8 languages; and SEO & GEO Optimizer (v1.2.0), an npm package for optimizing websites for traditional search engines and AI-generated search results.

What industrial experience does Aryan have?

During his internship at Indian Potash Limited in Muzaffarnagar, UP (Summer 2025), Aryan worked directly with RTD Pt100 sensors, HART communicators, and Safety Instrumented Systems in live process control environments. He performed hands-on calibration of industrial instrumentation equipment including pressure transmitters and electromagnetic flowmeters.

What embedded systems technologies does Aryan know?

Aryan has expertise in embedded C/C++, Arduino (ATmega328P), 8051 microcontrollers, ARM MCUs, communication protocols (UART/I2C, HART), sensor integration (RTD, pressure, electromagnetic flowmeters), circuit design, PCB prototyping, and industrial automation systems.

What AI and machine learning skills does Aryan have?

Aryan's AI/ML skills include PyTorch, TensorFlow, Hugging Face, NVIDIA NeMo, BERT, transformer-based NLP, text classification, NER, sentiment analysis, LLM APIs (Claude, OpenAI, Gemini), prompt engineering, multi-agent workflows, LLMOps, model fine-tuning, on-device AI, and generative AI.

Is Aryan Panwar available for opportunities?

Yes, Aryan is actively seeking opportunities for Summer 2026 in Gen AI engineering, AI product management, or hybrid technical product roles. He is interested in positions that combine engineering and product management, particularly at startups or companies building AI products. He is open to both on-site and remote opportunities.

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