Portrait of Sanket Ghosh

Kolkata, India · working worldwide

Independent AI & Software Developer

Websites, AI Chatbots & Automations That Make Work Easier

I help startups, small businesses and agencies build practical digital solutions — from polished websites to AI-powered assistants and custom workflows.

2+ years of experience developing for startups, alongside leading technical projects and mentoring development teams.

Capacity & availability

  • 5–10 hours per week — part-time, with a small number of active clients
  • Replies within 1–2 business days
  • I freelance part-time and keep a small number of active clients at once, so I take on clearly scoped projects rather than large full-time builds. Fixed-scope proposals keep both sides comfortable.

Education

B.Tech, Computer Science & Engineering

Institute of Engineering & Management (IEM), Kolkata

Experience

Where the skills come from

Internships, product roles and university leadership — presented exactly as they were, never dressed up as client engagements.

  1. AI Practice Intern

    Humanizetech.ai

    Jan 2025 – May 2026
    • Built FastAPI services that generate test cases from user stories and functional requirements
    • Implemented multi-agent workflows with LangChain and retrieval-augmented generation over enterprise documents
    • Automated business and requirements documentation, including SAP BPMN and ServiceNow-aligned workflows
    • Implemented audit logging with AWS Lambda and MongoDB, and contributed to UI modules
    • Wrote unit and load tests with Pytest and Locust

    FastAPILangChainRAGAWSMongoDB

  2. Product Engineer

    Quantyra Analytics

    Dec 2025 – Apr 2026
    • Built Marketing 4sight — the company's marketing-automation product
  3. Software Developer Intern

    Bair.ai

    Jul 2024 – Dec 2024
    • Developed machine-learning workflows for financial time-series data
    • Built data ingestion and preprocessing pipelines pulling from external APIs and mixed structured/unstructured sources
    • Worked with LSTM and meta-learning techniques

    PythonML workflowsData pipelines

  4. Industry Lead

    Generative AI Centre of Excellence, IEM

    Nov 2024 – Mar 2026
    • Guided development of industry-oriented AI applications — HR analytics, automated content generation, transcription and summarization workflows
    • Mentored student developers across design, build and review cycles
    • Contributed to SaaS and AI project development for external partners

    Team leadershipSaaSMentoring

  5. Teaching Assistant — Cloud Computing Laboratory

    Institute of Engineering & Management

    Jul 2025 – Sep 2025
    • Supported roughly 230 undergraduate students through cloud-lab coursework
    • Helped students ship working labs on AWS (EC2, S3), Docker and virtualization basics

    AWSDockerTeaching

Toolkit

What I work with day to day

Backend, APIs & Data

  • Python
  • FastAPI
  • REST APIs
  • Pydantic
  • MongoDB
  • SQL databases
  • Pytest / Locust

AI Workflow Engineering

  • LLM integration
  • LangChain / LangGraph
  • Retrieval-augmented generation
  • Multi-agent workflows
  • Document & FAQ pipelines

Web & Interfaces

  • HTML / CSS
  • TypeScript
  • Astro
  • Tailwind CSS
  • Responsive design
  • Accessible forms

Cloud, Automation & Delivery

  • Docker
  • AWS (EC2 / S3 / Lambda)
  • Git & GitHub
  • Vercel
  • Scheduled scripts & report generation

That's the background — what about your project?

Send the problem you're trying to solve. You'll get a reply within 1–2 business days with an honest read on whether I'm the right fit.