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Ankit K.

Ankit K.

NLP & Prompt Engineer · Senior

India · Rate on request · 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.

Experience

Company
HCL Technologies
Feb 2022 – Oct 2026
Role title
Full Stack AI Engineer

AI Expertise

AI & Machine Learning Engineers Automation & AI Workflows

Skills

Python FastAPI LangGraph Gemini Vertex AI React Azure OpenAI RAG

Employment Type

Full-time

Description of Responsibilities

  • Architected a multi-agent sales QBR platform on Gemini, Vertex AI and Cloud Run.
  • Built agents that auto-generate QBR slides and email them to leadership
  • Built LangGraph claims agents for verification, fraud checks and escalation.
  • Leading React and GenAI work on Azure AI Foundry for a life-sciences platform.
  • Led frontend for a banking platform used by 3,000+ users in 40+ countries.

Key Achievements / KPIs

  • Automated 60% of manual claim checks, cutting processing from 4h to 45 min.
  • Reached 92% precision in UAT for the claims AI with zero audit findings.
  • Built reusable components used across 4 modules, speeding features by 30%.
  • Mentored 4 engineers and cut critical bug escapes by 40% via code reviews.

Education

School
Orissa Engineering College
Apr 2012 – Apr 2016
Degree / Program
B.Tech

Field of Study: Electrical Engg

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.

Open to

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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