Looking for a job

Nick Ravish

@nickravish

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I build AI agents, RAG pipelines, and full-stack Python applications.

India

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What I'm looking for

I'm seeking Software Engineering or AI/ML Engineer roles where I can build scalable, production-grade systems, from data preprocessing and model training through deployment-ready applications.

I've built AI agents and RAG pipelines at Fly Atomic, connecting conversational lead-qualification workflows to CRM, WhatsApp, and email channels through REST APIs.

I develop Python backend services that connect AI agents with marketing and CRM data for automated lead scoring and client reporting. I also use embeddings, vector stores, and prompt engineering to ground responses in client-specific knowledge bases.

My projects include DocuMind, a local-inference PDF chatbot, and a fake news detection system that achieved 94%+ accuracy across 6,000+ news articles. I've worked end to end on preprocessing, feature engineering, model evaluation, embeddings, and document-grounded Q&A.

I've also built GeoFacts, a full-stack travel-tracking application using Node.js, Express.js, PostgreSQL, Leaflet.js, and external APIs. Alongside AI/ML work, I bring experience in data analysis, CRM workflows, dashboards, and reporting from Nada Consult.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Engineer

Current

Fly Atomic

Jun 2026 - Present (5 months)

Built a proof-of-concept AI agent for lead qualification and customer engagement, integrating conversational workflows with CRM and WhatsApp/email channels via REST APIs. Implemented a RAG pipeline using embeddings and vector store, and developed Python backend services for automated lead scoring and reporting.

AI Machine Learning RAG Embeddings Vector Stores Prompt Engineering Python REST APIs CRM Integration Backend Development

IT Consulting & Technology Team

Nada Consult Private Limited

May 2025 - Jun 2025 (1 month)

Performed data analysis and MIS reporting across business functions, configured CRM workflows, and built stakeholder-ready dashboards. Contributed to workflow automation and digital transformation initiatives.

Data Analysis MIS Reporting CRM Odoo Dashboarding Workflow Automation SEO

Education

Degrees, certifications, and relevant coursework

Malaviya National Institute of Technology (MNIT), Jaipur

B.Tech, Computer Science Engineering

2022 -

Activities and societies: JEE Mains: AIR 4941 (Top 0.5%)

Pursuing a B.Tech in Computer Science Engineering with coursework in DSA, Machine Learning, AI, Database Systems, Operating Systems, and Computer Networks.