Muhammad Jarir K.

I help companies increase revenue and automate processes with the power of data science and AI.

I'm a full-stack data scientist with a wealth of expertise in machine learning, NLP, Generative AI (ChatGPT, LLMs), data engineering, and analytics engineering. I can also help drive strategy and manage your data team.

My previous experiences include creating and managing end-to-end data pipelines powering AI & ML products at the WHO and venture-backed startups.

I can help you:

💡 Ideate on how to integrate the latest AI & ML techniques (e.g., ChatGPT) into your products and services

🤖 Build ML and NLP models on your custom data

🔧 Set up robust data and analytics pipelines using modern tooling (dbt, Fivetran, Dagster) and software engineering best practices

🏷️ Build in-house data annotation and labeling pipelines to power your custom AI models

☁️ Deploy AI models and manage related cloud infrastructure in a cost-effective manner

🎓 Mentor your existing teams on how to use MLOps and DataOps tooling to supercharge productivity

I have a bachelor's in physics and a master's in data science and analytics from Georgia Tech.

My toolkit includes:

🧠 Generative AI — LLMs, OpenAI ChatGPT, Gemini, Anthropic Claude, Chatbots, Retrieval Augmented Generation (RAG), Model Fine-Tuning, Prompt Engineering, PyTorch, TensorFlow, Hugging Face, LangChain, LLaMA, Gemma

⚙️ Data Engineering — dbt, Dagster, Airflow, Prefect, API Integration, ETL/ELT Pipelines, Fivetran, Airbyte, Meltano, dlt, BigQuery, Redshift, Snowflake, DuckDB, Postgres, MySQL, Cube, dbt Semantic Layer

🔬 Data Science & Machine Learning — Natural Language Processing, Classification, Clustering, Regression, Unsupervised Learning, Topic Modeling, Churn Prediction, Jupyter Notebooks, Prodigy, Spacy, Mephisto, Dataset Creation, Scikit-Learn (sklearn), NumPy, SciPy, Polars, Pandas, CuPy

📊 Data Visualization — Tableau, Looker, Omni, Lightdash, QuickSight, Hex, Deepnote, Plotly, Dash, Seaborn, Matplotlib, ggplot, Hvplot, Altair, d3.js

☁️Cloud & DevOps— Amazon Web Services (AWS), Google Cloud Platform (GCP), Microsoft Azure, Docker, CI/CD, Lambda Labs, Coreweave, RunPod, Banana.dev, SkyPilot