Aman G.
AI/ML Engineer | LLMs, RAG & AWS | Building AptlyHired (SaaS) | Product-minded Builder
- Role
- Ai Ml Engineer at EST03
- Location
- Lucknow, UP, IN
- LinkedIn followers
- 500 followers
About Aman G.
I build AI systems the way musicians build albums — with focus, iteration, and long nights spent turning rough ideas into something real and usable.I’m an AI/ML Engineer with a background in machine learning, full-stack engineering, and shipping production systems. I enjoy taking ideas from zero, breaking them down into practical components, and executing until they’re deployed and reliable.I care less about concepts and more about outcomes — deployed endpoints, working pipelines, and systems people actually rely on.What I work onResume scoring and matching systems using semantic searchRAG pipelines optimized for relevance, latency, and costMulti-agent chatbots for internal enterprise dataMicroservices on AWS (EC2, Lambda, API Gateway)Full-stack products with React, Node.js, Supabase, and KotlinSkills & StackPython, Kotlin, FastAPI, Django, React, Node.js, Docker, AWSTransformers, PyTorch, TensorFlow, embeddings, OpenCVPostgreSQL, MySQL, Supabase, DynamoDBCI/CD, API security, scalable architectureOutside of work, I’m building AptlyHired, an early-stage AI product focused on reducing noise in hiring through semantic matching and explainable results.
Experience
Ai Ml Engineer
May 2025 — Present · Cincinnati, OH, US
Education
United World School
Montessori-Class 5
City Montessori School
Class 6-12
Amity University Lucknow Campus
Bachelor of Technology - BTech, Computer Science and Engineering
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