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Achievements

Achievement: StarstruckAchievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

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irfanalidv/README.md

Hi, I'm Irfan

Senior AI engineer building production LLM systems — RAG pipelines, agent orchestration, multi-provider LLM infrastructure, and voice AI on telephony. Based in India, working remote.

I run DataCortex IQ, my AI engineering studio. Currently open to long-term embedded engagements (6–12+ months) with growth-stage AI/LLM teams — engaged through DataCortex IQ.

Previously the founding AI engineer at Kuration AI (Hong Kong) and the first AI hire at Schneider Electric / Luminous Power Technologies (India), reporting to the CTO.

📫 Reach me: [email protected] · LinkedIn · datacortex.in

What I work on

LLMs · RAG · Agents · Voice AI · Multi-provider orchestration

Python · FastAPI · LangChain · LangGraph · DSPy · LlamaIndex · OpenAI · Anthropic · Google · Groq · PostgreSQL · pgvector · Bolna · Twilio

Shipped products

  • Reflecta — a voice-first AI wellness app you can call on the phone. Voice AI · Telephony · LLM analysis · Production. Solo build, end-to-end.
  • Stacksift — a B2B domain product analyzer using DSPy and OpenAI for LLM-based classification, categorisation, and structured extraction over web data.

Open-source Python libraries

  • AgentEnsemble — multi-agent orchestration. ReAct, Swarm, Pipeline, Debate, WorkflowGraph patterns
  • ragfallback — resilient retrieval: query rewriting, confidence scoring, fallback strategies, retry logic
  • RAGNav — navigation-first RAG for long documents. Routes queries, follows cross-references
  • AgentCare — voice AI for healthcare. Call intake, structured extraction, appointment orchestration
  • scrapeflow-py — Playwright-based scraping with LLM extraction, hybrid selectors, anti-detection
  • AskPandas — natural-language queries on CSV data using local LLMs. No API keys, no cloud
  • lingo-nlp-toolkit — lightweight NLP utilities bridging traditional pipelines and transformer workflows
  • PyroChain — agentic feature engineering. PyTorch + LangChain agents for multimodal extraction
  • toxic-comment-classifier — deep-learning toxicity detection with per-category scoring

All libraries are on my PyPI profile.

Publications

  • Mental Health AI on MentalChat16K — IJAINN, Dec 2025 · DOI
  • Neural-Symbolic Topic Evolution on Yelp Reviews — IJAINN, Oct 2025 · DOI

Reliability over hype · Systems over scripts · Maintainability over short-term hacks.

Pinned Loading

  1. ragfallback ragfallback Public

    ragfallback is a Python library that prevents silent RAG failures — chunk quality, retrieval fallback, adaptive querying, and answer evaluation in one package.

    Python 2

  2. AgentEnsemble AgentEnsemble Public

    AgentEnsemble is a Production-ready multi-agent orchestration for Python. ReAct, Swarm, Pipeline, Debate, Router, Planner, WorkflowGraph. Observability, cost tracking, human-in-loop. Structured out…

    Python 1

  3. AskPandas AskPandas Public

    AI-powered data engineering and analytics assistant for querying CSV data using natural language—locally and intelligently

    Python 1

  4. scrapeflow-py scrapeflow-py Public

    Production-ready web scraping engine on Playwright. LLM extraction, hybrid selectors, session persistence, rate limiting, anti-detection.

    Python 1

  5. AgentCare AgentCare Public

    Python framework for voice-AI workflows: healthcare front-desk booking, care coordination, follow-up, and workplace burnout check-ins.

    Python 1

  6. RAGNav RAGNav Public

    RAGNav is a Hybrid RAG retrieval — BM25 + embeddings + document graph. Runs fully offline. SQuAD R@3: 0.956, zero API calls.

    Python 1