Build smart,
automate the rest.

Forward Deployed Engineer at SkillRank.io. I sit with clients from first requirement to rollout, building agentic AI systems that run inside the stack they already have.

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M Praveen

The engineer who automates everything

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About

I'm a Forward Deployed Engineer working in generative AI. I started at SkillRank as a Software Engineer and moved into a consulting role within six months. Since then my work has been getting LLM and agentic systems out of prototypes and into environments that already have their own stacks, constraints, and people.

In practice that means multi-agent and RAG architecture in Python, provider-agnostic serving layers that keep a system portable instead of welded to one model vendor, guardrail layers for when the output actually matters, and the deployment work underneath it all — Docker, Kubernetes, Terraform, CI/CD. I care about systems that are simple, reliable, and smart enough to run on their own.

What I work with

Generative AI

01
  • LLMs
  • Multi-Modal & Vision
  • RAG Pipelines
  • Prompt Engineering
  • Function / Tool Calling
  • AI Guardrails

AI Workflow Orchestration

02
  • LangGraph
  • LangChain
  • LlamaIndex
  • Agno
  • MCP
  • Multi-Agent Orchestration

Multi-Provider Platforms

03
  • AWS Bedrock
  • Google Gemini
  • OpenAI
  • Anthropic
  • Gemma
  • Hugging Face
  • Ollama
  • SageMaker
  • Voyage AI

Deployment & Infrastructure

04
  • Docker
  • Kubernetes (k3d/k3s)
  • Terraform
  • AWS CDK
  • Lambda
  • Step Functions
  • GitHub Actions
  • CI/CD

Machine Learning & Data

05
  • Isolation Forest
  • Anomaly Detection
  • PySpark
  • ETL/ELT
  • AWS Textract
  • Snowflake
  • PostgreSQL
  • Milvus
  • pgvector

Languages & Web

06
  • Python
  • SQL
  • JavaScript
  • React
  • REST APIs
  • Backend Development

Products I built

Side projects that turned into real products.

sreeshop.com
SreeShop preview
E-Commerce

SreeShop

Curated ethnic & designer textiles for the modern Indian woman — sarees, suits, fabrics and more.

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float.mpraveen.com
Float preview
macOS App / AI

Float

A tiny native Mac bot that floats above every window — hit ⌥Space to chat, talk to it out loud, or record and transcribe a call.

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Get in touch

Always open to interesting conversations and opportunities.

praveen@mpraveen.comLinkedInInstagram