Looking for a job

Kunal Aggrawal

@kunalaggrawal

Message

AI Engineer at AmlgoLabs building AWS architecture recommendations, automated provisioning, and AI-powered products.

India

Message

At AmlgoLabs, I architected an Auto-Apply engine for a hiring platform that scores candidate profiles against job listings and submits applications above a configurable threshold. I also developed an AI-driven AWS architecture recommendation tool that turns architecture diagrams and requirements into service recommendations and automated provisioning.

I built a car comparison dashboard drawing on 7–10 OEM sources, and developed an invoice data extractor for Suzuki using OCR and LLM-based parsing. Earlier, as a Python Developer Intern at Innovation HacksAI, I created FastAPI services and a Text-to-SQL multi-agent system for natural-language data analysis.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

AmlgoLabs

Jan 2026 - Present (9 months)

Architected a rule-based Auto-Apply engine for a hiring platform, scoring candidate profiles and auto-submitting applications via Celery/RabbitMQ. Engineered an AI-driven AWS architecture recommendation tool using Gemini's vision model and automated provisioning with Terraform.

Python fastAPI Terraform AWS PostgreSQL Nginx LLM OCR CI CD Celery RabbitMQ

Junior AI/ML Intern

AmlgoLabs

Oct 2025 - Dec 2025 (2 months)

Designed and delivered an on-premise ML lifecycle management for Concentrix using Kubeflow, including model registry, serving, and monitoring. Orchestrated containerized ML components via Kubernetes and implemented experiment tracking with MLflow.

Kubeflow Kubernetes Docker MLFlow Python Linux Prometheus Grafana

Python Developer Intern

Innovation HacksAI

May 2025 - Sep 2025 (4 months)

Created and maintained scalable REST APIs using FastAPI for a Lead Generation Platform, improving response efficiency by 30%. Integrated Google OAuth 2.0, JWT authentication, and a Voice AI calling system using Vapi and Twilio.