Adarsh Ajay

AI Developer | NLP Engineer | Automation Specialist

I am a results-driven AI developer with a strong foundation in backend engineering, natural language processing, and automation. With years of experience in building scalable applications for healthcare, data extraction, transcription, and generative AI, I bring innovative solutions to complex challenges.

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🧠 Professional Expertise

🚀 AI Development

• Expertise in FastAPI for creating fast, reliable backend systems.
• Skilled in integrating state-of-the-art AI models like OpenAI's GPT, Anthropic APIs, and Groq Whisper for cutting-edge applications.
• Proficient in LangChain, with extensive experience in building retrieval-augmented generation (RAG) systems using pgvector and the

  text-embedding-3-large

  model.

⚙️ Automation

• Developed systems for automating document data extraction using Python and OCR tools.
• Designed and deployed real-time transcription systems that handle audio streams from Twilio and Socket.IO.
• Streamlined fax processing with asynchronous APIs, multiprocessing, and database integration.

📊 Data Management

• Strong in database design and management with PostgreSQL in Dockerized environments.
• Experienced in building pipelines for structured storage of insights, such as patient records, SOAP notes, and financial data.

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🌟 Key Projects

🏥 Healthcare AI Applications

• AI Scribe: Built a system enabling doctors to transcribe and summarize patient interactions in real time using Deepgram and OpenAI.
• Fax Automation: Fully automated fax ingestion and processing, integrating Anthropic APIs for NLP-based data extraction.

📄 Data Extraction & Processing

• Developed PDF and web scraping tools using Python, Pydantic, LangChain, and Ollama for high-accuracy results.
• Implemented pipelines for extracting insights from documents, including structured fields like patient information and SOAP notes.

📞 Real-Time Transcription

• Built a system to transcribe phone conversations using Twilio audio streams and assign transcripts to virtual rooms for easy tracking and analysis.

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📚 Teaching & Mentorship

I specialize in teaching Generative AI, guiding learners from beginner to advanced levels. My approach emphasizes practical applications, such as:

• Building AI workflows with LangChain and CrewaAI agents.
• Implementing RAG pipelines and vector embeddings for intelligent search.
• Applying AI techniques to solve real-world business problems with minimal theory and maximum impact.

I aim to equip professionals with skills that translate directly into industry-ready solutions.

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🎯 Current Focus

• Exploring the latest vision models for data extraction and transcription tasks.
• Advancing real-time processing systems for healthcare and financial sectors.
• Leveraging AI to enhance human productivity and decision-making in complex workflows.

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💡 Development Philosophy

My work is rooted in these principles:

• Clean Code: Maintainable, optimized, and scalable.
• Collaboration: Strong emphasis on communication and teamwork.
• Innovation: Always seeking to apply the latest tools and techniques to practical challenges.

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🔗 Connect

Feel free to reach out for collaborations, consultations, or just to exchange ideas about AI, automation, and cutting-edge technology