● Aman AI Systems

AMAN
KUMAR

AI Systems • Engineer

Aman Kumar

// AI Systems
Engineer

Production AI • Infrastructure • Fast Execution

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// Intro

I build AI infrastructure that turns complex ideas into real production systems with speed and clarity.

Backend architecture, cloud deployment, RAG pipelines, and AI agents with memory. I focus on measurable engineering output, not demos.

See My Work

// Services

01

AI Systems & Backend Engineering

Engineering that prioritizes reliability, security, and speed from first version to production scale.

  • AI System Architecture01
  • FastAPI + Async Backend Services02
  • RAG Pipelines and Agent Memory03
  • AWS (EC2, Lambda, Bedrock, SES)04
  • Supabase Auth, RLS, and Edge Functions05
  • Production Monitoring and Reliability06

// Experience

From architecture decisions to deployed intelligence systems.

Founding AI Engineer

2024 - Present

Prana (USA)

  • Led architecture and development of AI microservices and backend systems that supported early funding outcomes.
  • Built scalable infrastructure across AWS (EC2, Lambda, Bedrock, SES) and Supabase (Edge Functions, RLS, Auth).
  • Developed FastAPI services, memory-aware AI agents, and RAG pipelines with focus on performance and security.

LLM Evaluation (Contract)

2024

Getdot (YC21)

  • Evaluated LLM performance for table tasks using accuracy, relevance, and consistency metrics.
  • Contributed to practical quality measurement for production-aligned model workflows.

AI Engineer (Trainee)

2024

Xebo.ai

  • Engineered generative AI workflows for social media analytics and real-time customer perception reporting.
  • Analyzed 10,000+ tweets for sentiment and thematic intelligence to improve business interpretation.

// Projects

Systems designed for utility, scale, and speed.

Personalized Learning Platform

Shiksha AI

Adaptive learning experience with customizable testing and AI-assisted study flows.

Flutter • OpenAI • Flask • Hugging Face • MongoDB

Automates up to 90% educator workflow support

Modular AI Platform

Namah AI

Unified AI tools from image generation to PDF chat, MongoDB chat, and text workflows in one system.

Next.js • FastAPI • PostgreSQL • Groq • LangChain • LangGraph • LangSmith

5+ countries adoption • 130% growth • up to 40% productivity lift

Production RAG Application

Chat With Data

Interactive chat over PDFs, Excel, and CSV with retrieval-augmented reasoning and transparent outputs.

LangChain • OpenAI • Streamlit • FAISS • Hugging Face

Real-time data-driven Q&A for non-technical users

// Credentials

Education

  • B.E. Computer Science (Big Data Analytics) - Chandigarh University (CGPA 8.06)
  • Secondary Education (12th) - Halwasiya Vidya Vihar (81.9%)
  • Secondary Education (10th) - Halwasiya Vidya Vihar (91.2%)

Skills

  • Python, TypeScript, HTML, CSS
  • Next.js, FastAPI, Django, LangChain, LangGraph, LangSmith
  • PostgreSQL, MongoDB, Firebase, Supabase
  • OpenAI, AWS Bedrock, AI Agents, Prompt Engineering

Achievements

  • National NASA International Space Apps Challenge
  • Google Hashcode 2022
  • Codeforces rating: 1295

// Contact

Let's build your next AI system.

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