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Ankit K.

Ankit K.

NLP & Prompt Engineer · Senior

Available profile · Active in the last 24h

Professional Overview

AI Architect and full-stack AI engineer with 10 years in software , now building production agentic systems. I design and ship multi-agent platforms end to end: LangGraph and Google ADK orchestration, RAG, human-in-the-loop, guardrails and observability, FastAPI backends and React frontends, on Google Cloud (Vertex AI, Cloud Run) and Azure AI Foundry. Recent work: - Sales QBR platform: Synthesis, Content and Analysis agents on Gemini/Vertex AI answer sales managers' questions, auto-generate executive QBR slides and email them to leadership on a schedule - Intelligent Regulatory Platform (IRP): leading React architecture and GenAI features on Azure AI Foundry for a life-sciences regulatory system handling 500K+ submissions a year - Insurance claims AI: LangGraph agents for verification, fraud detection and escalation; automated 60% of manual checks and cut processing from 4 hours to 45 minutes, with 92% precision in UAT I take agents from demo to production: architecture, evaluation, security and cost control. Based in India (IST), flexible overlap with US and EU hours.

Areas of Expertise

NLP & Prompt Engineering

Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.

AI & Machine Learning Engineers

Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.

Automation & AI Workflows

Build intelligent automation pipelines, integrate AI APIs into existing tools, and replace manual workflows with agentic AI systems.

Available for hire

Freelance Full-time Part-time Contract Contract-to-hire

Skills

python fastapi ai agents react gemini openai api langgraph javascript vertex ai vector databases

Experience Level

Senior

Current location

india

Time Zone

Kolkata UTC+5.5

Primary Work Language

english

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