Ajeet Singh
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Engineering projects

Applied AI, computer vision, data tooling, and systems software with implementation notes, demos, and source links.

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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