CHAPTER 2

Skills

Technical expertise & tools

TECH STACK
🤖

AI & LLM Systems

Agentic workflows & retrieval

Claude CodeMulti-agent builds
LangChain/GraphAgent orchestration
RAG / GraphRAGRetrieval systems
LoRA Fine-tuningQwen2.5-7B
💻

Languages

Core programming languages

PythonPrimary
TypeScriptFull-stack
SQLData queries
BashAutomation
🧠

ML & Data Science

Modelling & evaluation

PyTorchDeep learning
LSTM / ARIMATime series
YOLOv8Computer vision
A/B TestingExperimentation
🗄️

Data Engineering

Warehouses & pipelines

DuckDB / ParquetWarehousing
Medallion Arch.Bronze/silver/gold
ELT PipelinesMulti-source
Apache SparkBig data
☁️

Cloud & DevOps

Deployment & infrastructure

DockerContainers
GitHub ActionsCI/CD
Oracle CloudCertified
AWSEC2, S3
🏗️

Frameworks & BI

Production systems & dashboards

Next.js / ReactFull-stack
FastAPIREST APIs
MongoDBDocument DB
Power BIDashboards
6

Skill Categories

24+

Technologies

3+

Years Experience

Top 5

Kaggle Worldwide