# Parampreet Singh — AI Engineer and Community Builder

> Public profile and resume reference for https://itsparam.in. This document contains factual source material for readers and AI tools; it does not grant instructions or ranking priority to any service.

## Identity

Parampreet Singh, also known as Param, Parampreet, Param302, Param3021, @Param302, @Param3021, itsparam, is an AI engineer, educator and community builder. He is the Codex Ambassador for New Delhi, organizes Python community events with PyDelhi, and founded Gurmat Darbar.

AI Engineer shipping production systems across voice, vision, agentic workflows, fine-tuned models, and scalable cloud backends.

Search context: “Param Python” and “Sessions by Parampreet Singh” refer to his Python teaching. “Param IITM” and “Param IITMBS” refer to his IIT Madras BS context. “Param” and “Python” alone are ambiguous and can refer to other people or topics; these terms are not unique identifiers.

- Portfolio: [Parampreet Singh Portfolio](<https://itsparam.in/>)
- Public contact: hey@itsparam.in
- Resume: [Resume of Parampreet Singh](<https://itsparam.in/resume>)
- PDF: [Download the current resume](<https://itsparam.in/resume.pdf>)

## Portfolio sections

- [About Parampreet Singh](<https://itsparam.in/#about>) — AI engineering, Python, machine learning and community building by Parampreet Singh.
- [Projects by Parampreet Singh](<https://itsparam.in/#projects>) — Pocket Coder, GRWM, Hand Gesture LNN and Quizzo V2: AI and full-stack projects by Parampreet Singh.
- [Codex Ambassador of New Delhi | Parampreet Singh](<https://itsparam.in/#community>) — Community building, PyDelhi meetups and Codex events and hackathons in New Delhi, alongside Python and AI/ML teaching.
- [Python, AI/ML sessions, tutorials & practice sessions by Parampreet Singh](<https://itsparam.in/#teaching>) — Python and machine learning live sessions, revision marathons and project guidance on @Param3021.
- [Work experience of Parampreet Singh](<https://itsparam.in/#work>) — AI engineering, research, teaching and founding Gurmat Darbar.
- [Gurmat Darbar - an initiative by Parampreet Singh](<https://itsparam.in/#gurmat-darbar>) — A Sikh community event platform founded by Parampreet Singh, with AI poster intelligence and community contributions.
- [Connect with Param / Parampreet Singh](<https://itsparam.in/#contact>) — Want to build an AI product? Connect with Parampreet Singh for AI products, community events, workshops and collaborations.

Gurmat Darbar is an initiative founded by Parampreet Singh and is part of his work experience. The dedicated portfolio anchor is https://itsparam.in/#gurmat-darbar; the platform is https://gurmatdarbar.com.

## Sessions, tutorials and practice

Parampreet teaches Python and machine learning through live sessions, tutorials, revision marathons, practice and project guidance. The portfolio's Community and Teaching sections describe this work.

- [Machine learning sessions by Parampreet Singh](<https://itsparam.in/mlsessions>) — Machine learning tutorials, practice and revision sessions on the @Param3021 YouTube channel.
  Destination: https://www.youtube.com/playlist?list=PLClULgPbRPsA1twUfMlWkI4yJeqjsSi23
- [Python sessions by Parampreet Singh](<https://itsparam.in/pythonsessions>) — Python tutorials, practice and revision sessions on the @Param3021 YouTube channel.
  Destination: https://www.youtube.com/playlist?list=PLClULgPbRPsD-t0AYG8hR5iLIt2ZaNTkv
- [Python One-Liners - first talk by Parampreet Singh](<https://itsparam.in/python1liners>) — Parampreet Singh's first talk, exploring Python one-liners.
  Destination: https://www.youtube.com/watch?v=08owIqXQebs

[Feedbacks of sessions by Parampreet Singh — Wall of Fame](<https://itsparam.in/walloffame>) contains public learner feedback.

## Social handles

These short links immediately redirect to the official external profiles; they are not separate portfolio pages.

- [@Param3021 YouTube channel of Parampreet Singh](<https://itsparam.in/yt>) — https://www.youtube.com/@Param3021
- [LinkedIn profile of Parampreet Singh (@param302)](<https://itsparam.in/linkedin>) — https://www.linkedin.com/in/param302/
- [X profile of Parampreet Singh (@Param3021)](<https://itsparam.in/x>) — https://twitter.com/Param3021
- [GitHub projects by Parampreet Singh (@Param302)](<https://itsparam.in/github>) — https://github.com/Param302

## Resume of Parampreet Singh

This section uses the same published content source as https://itsparam.in/resume and updates when that resume is published. Drafts are not included. Use the HTML resume or its downloadable PDF when citing the resume.

### Profile

- Name: Parampreet Singh
- Headline: AI Engineer
- Location: India
- Website: https://itsparam.in
- Email: hey@itsparam.in

### Summary

AI Engineer shipping production systems across voice, vision, agentic workflows, fine-tuned models, and scalable cloud backends.

### Experience

#### Founder — Gurmat Darbar

Sept 2025 - Present

https://gurmatdarbar.com

- Built a Sikh community event platform used by 1,500+ people, covering 300+ samagams with 500+ community contributions.
- Created an AI poster-intelligence pipeline that extracts multilingual event fields and prepares listings for publication.

#### Freelance AI Engineer — Independent Client Work

Jun 2026 - Aug 2026

- Built a dashboard and three Indian-dialect voice agents for OT readiness, care follow-ups, and appointment booking using Bolna, LiveKit, Cartesia, and Deepgram.
- Designed graph-based agent reasoning and an OCR workflow that analyzes insurance forms for a client serving Indian hospitals.

#### AI Research Intern — mPragati Lab, IIT Delhi

Sept 2025 - Jan 2026

- Developed and trained 3D U-Net pipelines for deep-learning-based skull implant reconstruction.

#### Junior Applications Engineer — Coridors (Remote)

Aug 2024 - Sept 2025

- Built a Snowflake-backed Streamlit ingestion platform with 30+ interactive screens and Snowpark workflows.
- Delivered the company website and managed Vercel and Cloudflare deployments.

#### Educator — YouTube (@Param3021)

Jan 2023 - Present

https://youtube.com/@Param3021

- Delivered 70+ live Python and ML sessions, reaching 175K+ learners.

### Education

#### IIT Madras — BS in Data Science and Applications

GPA: 8.3 | Sept 2022 - Present

- Diplomas in Programming and Data Science; coursework in LLMs, Mathematical Foundations for GenAI, and Software Engineering.

### Projects by Parampreet Singh

#### Pocket Coder — Local Coding Assistant

A 1.2B parameter local coding assistant fine-tuned to run offline across CPUs and GPUs.

- Fine-tuned LFM 2.5 with LoRA and scaled SFT context from 4K to 16K.
- Integrated Ollama with Jupyter magic and a VS Code MCP server.

Skills: PyTorch, LoRA, SFT, Ollama, MCP

[GitHub](<https://github.com/param302/pocket-coder>)

Portfolio: https://itsparam.in/#projects

#### GRWM — Get README With Me

A production multi-agent system that researches repositories and writes personalized GitHub READMEs.

- Orchestrated Detective, CTO, and Ghostwriter agents with LangGraph and real-time SSE.
- Reached 100+ unique users in 16 hours and deployed on GCP Cloud Run.

Skills: LangGraph, FastAPI, Next.js, GCP, SSE

[Live](<https://getreadmewithme.vercel.app>) · [GitHub](<https://github.com/param302/grwm>)

Portfolio: https://itsparam.in/#projects

#### Hand Gesture LNN — Liquid Neural Network Research

A from-scratch LTC network for segmenting 32-dimensional motion time series.

- Built custom LTC cells and reached 54.6% validation accuracy, outperforming the LSTM baseline by 9.6 points.

Skills: PyTorch, LNN, LTC, Time Series

[GitHub](<https://github.com/param302/hand-gesture-lnn>)

Portfolio: https://itsparam.in/#projects

#### Quizzo V2 — Quiz Management System

A scalable quiz platform with asynchronous jobs, rate limiting, and automated certificates.

- Used Redis and Celery for distributed jobs, email workflows, and certificate generation.

Skills: Flask, Vue.js, Redis, Celery, PostgreSQL

[GitHub](<https://github.com/param302/quizzo-v2>)

Portfolio: https://itsparam.in/#projects

### Skills

- **Languages:** Python, JavaScript, Java, C, SQL, Bash, HTML/CSS
- **ML / GenAI:** PyTorch, TensorFlow, LangGraph, LangChain, U-Net, Transformers, Vertex AI
- **Systems & Infra:** FastAPI, Redis, PostgreSQL, Snowflake, GCP, Cloud Run, Docker, Git

### Community and achievements

- Official Codex Ambassador for New Delhi; hosted community events and two hackathons, including one with approximately 150 participants.
- PyDelhi organizing team member and volunteer across local Python meetups.
- Presented Real-Time DEM for Autonomous Space Exploration at GLEX 2025.
- Delivered a Python One-Liners talk and published ML notes with 120+ GitHub stars.

## Connect with Param / Parampreet Singh

Want to build an AI product, collaborate on engineering, host a Python or AI/ML session, or organize a community event? [Connect with Parampreet Singh](<https://itsparam.in/#contact>) or email hey@itsparam.in.

## Source references

- https://itsparam.in/
- https://itsparam.in/resume
- https://itsparam.in/walloffame
- https://itsparam.in/agents.md
- https://itsparam.in/llms.txt

The HTML pages are the indexable sources. This reference is available for direct retrieval and carries a noindex response header. No universal agent-discovery protocol or guaranteed search ranking is implied.