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Hello, I'm Talib Hussain, a Senior Machine Learning Engineer with 8+ years of experience delivering production-grade AI solutions across NLP, recommender systems, and Generative AI. I thrive on building scalable ML systems and leading end-to-end ML initiatives that make a real business impact. I've delivered 12+ projects across multiple clients as both an individual contributor and a team lead, partnering with product and analytics to translate complex data into actionable insights. I enjoy mentoring teammates, shaping architecture, and improving reliability through automated pipelines and robust monitoring.…Hello, I'm Talib Hussain, a Senior Machine Learning Engineer with 8+ years of experience delivering production-grade AI solutions across NLP, recommender systems, and Generative AI. I thrive on building scalable ML systems and leading end-to-end ML initiatives that make a real business impact. I've delivered 12+ projects across multiple clients as both an individual contributor and a team lead, partnering with product and analytics to translate complex data into actionable insights. I enjoy mentoring teammates, shaping architecture, and improving reliability through automated pipelines and robust monitoring.

Talib Hussain

AI Engineer, Data Scientist, Full Stack Developer, +4

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Hello, I'm Talib Hussain, a Senior Machine Learning Engineer with 8+ years of experience delivering production-grade AI solutions across NLP, recommender systems, and Generative AI. I thrive on building scalable ML systems and leading end-to-end ML initiatives that make a real business impact. I've delivered 12+ projects across multiple clients as both an individual contributor and a team lead, partnering with product and analytics to translate complex data into actionable insights. I enjoy mentoring teammates, shaping architecture, and improving reliability through automated pipelines and robust monitoring.…Hello, I'm Talib Hussain, a Senior Machine Learning Engineer with 8+ years of experience delivering production-grade AI solutions across NLP, recommender systems, and Generative AI. I thrive on building scalable ML systems and leading end-to-end ML initiatives that make a real business impact. I've delivered 12+ projects across multiple clients as both an individual contributor and a team lead, partnering with product and analytics to translate complex data into actionable insights. I enjoy mentoring teammates, shaping architecture, and improving reliability through automated pipelines and robust monitoring.

Available to hire

Hello, I’m Talib Hussain, a Senior Machine Learning Engineer with 8+ years of experience delivering production-grade AI solutions across NLP, recommender systems, and Generative AI. I thrive on building scalable ML systems and leading end-to-end ML initiatives that make a real business impact.

I’ve delivered 12+ projects across multiple clients as both an individual contributor and a team lead, partnering with product and analytics to translate complex data into actionable insights. I enjoy mentoring teammates, shaping architecture, and improving reliability through automated pipelines and robust monitoring.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

English

Fluent

Work Experience

Senior Machine Learning Engineer at Kallidus

May 1, 2020 - Present

Built end-to-end ML pipelines for model training, evaluation, and deployment using Python, TensorFlow, PyTorch, and Scikit-learn; developed RAG pipelines, LLM-powered apps, and scalable ML infra; led a team of 5 ML engineers; delivered AI-driven analytics dashboards; implemented model monitoring with Prometheus and Grafana; used SHAP and LIME for explanations; designed AI-driven recommender and NLP systems; automated ML workflows with MLflow, Airflow, Docker, Kubernetes; deployed production models with Prometheus and Grafana; focused on reliable, production-ready AI solutions.

AI/ML Engineer at To Market

September 1, 2018 - April 1, 2020

Built predictive models to analyze sales and distribution data; developed NLP-based insights from vendor communications; automated ETL to centralize multi-channel sales data; created real-time analytics dashboards; performed SHAP/LIME explanations; ensured production-readiness and monitoring.

AI Engineer at Advekit

May 1, 2017 - August 1, 2018

Designed ML models for behavioral and profile-based matching to improve therapy-client compatibility; built end-to-end ML pipelines; performed training and evaluation; deployed models for multi-channel inference; integrated with production systems.

Machine Learning Engineer at To Market

September 1, 2018 - April 1, 2020

Developed predictive models to analyze sales and distribution trends across food and beverage brands; Generated actionable insights from vendor communications and sales reports using NLP; Leveraged advanced ASR models to build end-to-end audio sentiment classification systems and fine-tuned NER models with automated annotation pipelines to extract key and sensitive information from unstructured data; Automated ETL workflows to centralize multi-channel data and enable real-time analytics; Delivered interactive dashboards for tracking payments, content performance, and sales metrics; Deployed ML models on cloud infrastructure to support scalable analytics and recommendation systems.

Machine Learning Engineer at Advekit

May 1, 2017 - August 1, 2018

Built predictive matching models using behavioral and profile data to improve cross-client compatibility; Designed distributed data processing workflows for large structured and unstructured datasets; Performed feature engineering, model training, and evaluation using Python and ML frameworks.