. Le Laboratoire Kalkin
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Hello 👋

I’m Gauraang — an AI researcher & technologist. Need an agent-based solution or data science muscle? Let’s chat.

Le Laboratoire Kalkin

Artificial Intelligence Consultancy and Coaching | Multi-Agent LLM Systems | Evidence-Based, Data-Driven Decision Making | Market Research

Gauraang Malik

Founder

Gauraang Malik is a Master’s graduate (McGill ’25) and former market-research PM, currently pursuing a PhD in Building Engineering. His work focuses on prototyping multi-agent LLM systems for hallucination mitigation, building financial-forecasting ensembles, and exploring creative AI (music & astrology).

At Le Laboratoire Kalkin, the work spans applied machine learning, artificial intelligence, and software development across agriculture (Bioponix), legal tech, and fitness.

The toolkit includes Python, RAG, AI Agents, Open source LLMs, FAISS, PostgreSQL, Supabase, Lucidcharts, PCA, H2O, and more, with a focus on building usable, transparent AI that augments human judgment rather than replacing it.

Talks and PROJECTS

Multi-Agent LLM System

Agent vector search (cosine & euclidean) · Research triangulation · FAISS · On-prem LLM · PCA

AI Basics @ McGill

Lecture deck · Canva

AIOS – Local AI Operating System

On-prem LLM · Modular ML+LLM Pipeline

Implicit Data Inference

Survey study · Privacy signals

Recruitment Database

Database design · SQL

Dental Age Estimator

ML evaluation · Health data

Astrology with TinyLlama

Prediction based on real-time planetary movement · LLM Integration

Stock Market Ensemble with Sentiment Analysis

Ensemble learning · Sentiment analysis