Md Aman Alam

Md Aman Alam

Building Production AI Systems with Agentic AI, MLOps & Cloud.

AI EngineerPlatform EngineerDevOps Engineer

About

B.Tech Information Technology graduate focused on AI Engineering and Generative AI, with hands-on experience building and deploying Agentic AI systems, RAG applications, and machine learning services. Skilled in LangGraph, LangChain, FastAPI, PostgreSQL, Docker, AWS, and CI/CD, with experience developing tested, stateful, and production-oriented AI applications.

Education
B.Tech, Information Technology
Institution
Haldia Institute of Technology
Location
Dhanbad, Jharkhand, India
Currently Focused On
Agentic AI systems & RAG applications

Skills

Languages

PythonSQLJava

AI/ML & GenAI

Scikit-learnTensorFlowXGBoostLangChainLangGraphHugging FaceLLMsRAGEmbeddingsVector SearchPrompt EngineeringAgentic AI

Backend & Data

FastAPIStreamlitPostgreSQLMongoDBSQL ServerSQLiteChromaDBREST APIs

Cloud & MLOps

AWSMicrosoft AzureDockerKubernetesTerraformModel DeploymentModel ServingCI/CD Pipelines

DevOps & Engineering

GitGitHub ActionsJenkinsLinuxPytestGitleaksTrivyPrometheusGrafana

Projects

A selection of AI systems, developer tools, and machine-learning applications built with a focus on useful, production-minded software.

DeepCite

An AI-powered research agent that performs structured research, verifies sources, extracts evidence, fact-checks findings, and generates citation-backed reports with human-in-the-loop approval and research-quality evaluation.

PythonLangGraphMCPFastAPIPostgreSQL

RAGBench — Production LLM & RAG Evaluation Platform

An automated evaluation, benchmarking, and CI/CD regression testing platform for production LLM, RAG, and AI agent systems. Features BYOK encryption, deterministic & LLM-as-a-judge evaluators, automated regression tolerance gates (±2%), and real-time LangSmith cloud observability.

PythonFastAPINext.jsTypeScriptTailwind CSSLangSmithGroqDockerSQLAlchemyCI/CD

AegisAI — Enterprise AI Operations Platform

A production-style AI operations platform designed for secure, reliable, observable, cost-aware, and testable AI service delivery.

PythonFastAPIGroqPostgreSQLRedisPrometheusOpenTelemetryDockerGitHub ActionsStreamlit

Postgres MCP Server

Production-grade AI database assistant for PostgreSQL with schema introspection, injection-hardened SQL execution, and Groq-powered SQL generation, explanation, optimization, and business insights.

PythonFastMCPSQLAlchemyGroqNeon PostgreSQL

Weather MCP Server

An MCP server that gives AI assistants access to weather data through a focused set of tools for current conditions and forecasts.

PythonFastMCPMCPWeather API

DevOps AI Copilot

An AI-powered DevOps assistant designed to help developers understand, troubleshoot, and automate common infrastructure and delivery workflows.

PythonLLMsAgentic AIDockerDevOps

AI File Assistant

A conversational file assistant that uses retrieval-augmented generation to answer questions about uploaded documents and return grounded responses.

PythonRAGLangChainEmbeddingsStreamlit

Customer Support AI Agent

A stateful customer-support agent that combines conversational AI with retrieval and tool use to provide helpful, context-aware responses.

PythonLangGraphLangChainRAGFastAPI

Todo AI Agent

An agentic todo application that lets users manage tasks through natural language while keeping actions structured and stateful.

PythonLangGraphFastAPIPostgreSQLLLMs

EDUGEN AI

An AI learning platform that helps generate personalized educational content and supports students with interactive, practical study assistance.

PythonGenerative AIStreamlitLLMs

NL-to-SQL Chatbot

A natural-language interface for exploring relational data, translating user questions into SQL and returning understandable database insights.

PythonSQLLLMsPostgreSQLStreamlit

Search Engine with LangChain

A semantic search application that combines document processing, embeddings, and LangChain retrieval to return relevant results from a custom corpus.

PythonLangChainEmbeddingsVector Search

Project Green Vision

A computer-vision project that applies machine learning to support environmental awareness and practical sustainability-focused insights.

PythonComputer VisionTensorFlowStreamlit

Rock Paper Scissors Detector

A real-time computer-vision game that recognizes hand gestures through a camera feed and classifies rock, paper, and scissors.

PythonComputer VisionTensorFlowOpenCV

Experience

Capgemini — Cloud & DevOps Trainee (Left Shift Program)

Jan 2026 – May 2026

  • Provisioned cloud infrastructure using Terraform and CloudFormation, including VPCs, EC2 instances, networking components, and Security Groups.
  • Automated CI/CD workflows using GitHub, Jenkins, Docker, Kubernetes, EKS, Minikube, and Helm.
  • Implemented infrastructure and application monitoring using Prometheus and Grafana to improve system observability.
  • Built a security-integrated DevSecOps CI/CD pipeline using GitHub Actions, Gitleaks, Trivy, Infrastructure-as-Code security scanning, and automated Dev, Staging, and Production deployment workflows.

Dataspace Academy — Machine Learning & Cloud Intern

Jan 2025 – Mar 2025

  • Developed and evaluated machine learning models using Python and Scikit-learn, applying data preprocessing, feature engineering, model training, evaluation, and cloud deployment practices across end-to-end ML workflows.

Let's work together

Have a project, an idea, or an opportunity in mind? I’m always open to discussing AI engineering, backend systems, and DevOps.

Email

amankhan34356@gmail.com

Availability

Open to work, internships, freelance, and collaboration