// skills & toolkit

Skills & toolkit

What I'm good at, and the stack I reach for to build it. Full-stack habits, aimed at applied AI.

Skills

// applied ML & RAG

RAG pipelines

Retrieval & evaluation

Prompt optimisation

Model quantization

LLM fine-tuning basics

Agentic workflows

// computer vision

Object detection

Video analytics

Frame sampling & thresholding

Activity inference

// data science & BI

Data cleaning

Exploratory analysis

Dashboarding

Forecasting

Anomaly detection

// software & systems

Full-stack development

API design

Authentication

Cloud deployment

Languages & frameworks

Python

JavaScript

React

Node.js

FastAPI

Express

AI & ML

LangChain

LangGraph

CrewAI

FAISS

YOLOv8

OpenCV

Gemini

Groq

Cloud & data

AWS (EC2, S3, Lambda, Redshift)

Oracle OCI

Firebase

Supabase

MongoDB

PostgreSQL

BI & visualisation

Power BI

Tableau

Pandas

Dev tools

Git

GitHub

VS Code

Docker

Postman

© 2026 Shreesh Dwiveditools, not toys.