Ajeet Singh
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Ajeet Singh

Girl with a Pearl Earring by Johannes Vermeer

AI and software engineer building retrieval, vision, and systems software.

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Master of Artificial Intelligence, RMIT. Google Summer of Code contributor to FreeBSD and QEMU.

Selected work

Five projects across applied AI, computer vision, data tools, and low-level systems.

Aerial AI interface comparing satellite imagery with a semantic segmentation result
01 Computer vision

Aerial AI

Semantic and instance segmentation for buildings, roads, water, and solar panels in aerial imagery.

SegFormer / Mask2Former / PyTorch / Streamlit
Gurmukhi language model lab with translation and quantization controls
02 Language models

Gurmukhi Small Language Model

A compact English and Punjabi translation system with a custom tokenizer, Transformer models, and teacher distillation.

Transformers / BPE / Distillation / FLORES+
Multimodal PDF RAG chatbot answering a question after a document upload
03 Retrieval systems

Multimodal PDF RAG Chatbot

A local retrieval pipeline that understands text and visual content inside uploaded PDFs.

LangChain / ChromaDB / Ollama / Streamlit
DashboardLLM interface showing an uploaded CSV dataset
04 Data tools

DashboardLLM

Natural-language chart generation from CSV data using local language models.

Vega-Lite / Pandas / RAG / Streamlit
CHIP-8 emulator display with memory and stack inspection panels
05 Systems software

Chip-8

A browser-playable CHIP-8 emulator built in C and compiled to WebAssembly.

C / Raylib / WebAssembly
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How I build

Strong foundations, evaluated models, and software that remains clear from data preparation through delivery.

Systems

Languages and runtimes

Software that stays legible from the user workflow down to the runtime.

  • Python, C, C++, SQL
  • Linux, Bash, Git
  • QEMU, FreeBSD, WebAssembly
Intelligence

Models and retrieval

Applied AI grounded in evaluation, useful interfaces, and local-first tooling.

  • PyTorch, Transformers
  • LLM, RAG, LangChain
  • ChromaDB, Computer Vision
Delivery

Data and interfaces

Exploration and presentation layers that make technical work understandable.

  • Pandas, NumPy
  • Streamlit, Vega-Lite
  • Jupyter, Quarto

Experience and education

Open source systems engineering and postgraduate study in artificial intelligence.

Completed June 2026

Master of Artificial Intelligence, RMIT

Postgraduate study spanning machine learning, computer vision, language models, and applied software projects.

Melbourne, AU
May - August 2024

Google Summer of Code, FreeBSD

Implemented AArch64 and RISC-V support in QEMU's FreeBSD user-mode emulation and submitted patches through upstream review.

Open source
Completed 2024

B.Tech in Computer Science, SRM

Undergraduate computer science study at SRM Institute of Science and Technology.

India

Build with me.

Have an AI, systems, or software problem worth solving?

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Hero artwork: Girl with a Pearl Earring, Johannes Vermeer, circa 1665. Public domain.

© 2026 Ajeet Singh

 
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