Open to opportunities

sameena Tasneem

@sameenatasneem

Message

I architect production AI systems spanning multimodal models, RAG pipelines, and multi-agent workflows.

Zimbabwe

Message

What I'm looking for

I'm looking to architect and deliver ethical, scalable AI products where I can turn research into production systems, lead cross-functional execution, establish MLOps practices, and align AI initiatives with measurable business value.

I've delivered production AI systems for Colibri Group (Ospyn), Course Hero, and Network Base, including a user-facing multi-agent AI coaching platform, RAG applications, and multimodal evaluation workflows. I translate learning-science research and AI research into product requirements, services, metrics, and deployment plans.

At Course Hero, I built a BLIP-3 multimodal document-quality system that improved results by 24%, a traffic forecasting model that improved baseline accuracy by 40%, and a TinyLlama keyword-generation model achieving 75% ROUGE-1/L. I've also fine-tuned LLaMA, Mistral, FlanT5, and TinyLlama, and built RAG, text-to-SQL, helpdesk, anomaly-detection, and conversational AI systems.

With 14+ years of experience and an M.Tech. in Mathematical Modeling and Simulation with a Machine Learning major, I build scalable, ethical AI systems using Python, PyTorch, FastAPI, Docker, AWS, and cloud-native ML workflows.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Architect

Current

Colibri Group

Dec 2025 - Present (8 months)

Architected and led the end-to-end delivery of a user-facing multiagent AI coaching system, translating learning-science research into production requirements. Partnered with product and AI engineering directors to define milestones and deliverables, and architected two production codebase services.

Python OpenAI API fastAPI AWS SQL Docker