Transforming businesses through Agentic AI, System Architecture, and Full Stack Development. Specializing in scalable AI solutions, cloud-native architectures, and end-to-end system design that drive measurable business impact.
Passionate Thinker, Curious Technologist, Builder's Mindset
I'm a Lead Data Scientist, AI Engineer, and Architecture Expert passionate about building intelligent, scalable systems that solve real-world problems. I thrive at the intersection of machine learning, data science, system architecture, and full-stack development, with expertise in Agentic AI, System Design, Cloud Architecture, and DevOps. My work spans diverse domains—from logistics and driver safety to cybersecurity and blockchain—where I've delivered production-grade solutions with measurable impact.
Masters in Computer Science & Technology Management (UNB, 4.18/4.3 GPA)
Microsoft Certified Data Scientist (DP-100), Snowflake Data Scientist
4+ years in AI/ML, Full Stack Development, and Cloud Architecture with focus on production-ready solutions
Highly endorsed in Python, Machine Learning, Leadership, Web Development, and Web Design
Large Language Models, System Architecture, Full Stack Development, Cloud Infrastructure, DevOps, Machine Learning, Data Science
Specialized skills for modern AI solutions
Advanced LLM implementations, RAG pipelines, Graph RAG, fine-tuning, and prompt engineering for intelligent autonomous systems with tool integration and multi-agent coordination.
End-to-end ML solutions from data preprocessing to production deployment with focus on scalability and performance.
Production-ready AI systems with robust CI/CD, containerization, cloud-native architectures, and infrastructure as code.
Comprehensive data analysis, feature engineering, statistical modeling, and business intelligence solutions with advanced analytics capabilities.
End-to-end system design, web applications, microservices architecture, and scalable frontend/backend solutions for AI-powered applications.
Strategic AI implementation, business process optimization, and technology roadmap development for organizations.
Delivering measurable business impact through AI
Leading GenAI-driven solution analyzing 500,000+ cross-border shipments between USA and Canada. Implementing Graph RAG, fine-tuning, and RL-based optimization for enhanced shipment visibility with multi-agent coordination.
Built driver risk assessment model reducing road accidents by 20% and saving $3M in insurance costs. Productionalized solution using Snowflake for North American scalability with above 90% accuracy.
Developed 36x8 region-specific ML models for yield prediction improving accuracy by 40% across 60,000 North American fields. Enabled optimized pre-purchase decisions through advanced feature engineering and weather integration.
Created TF-IDF-based classifier for phishing website detection, scanning 280 million websites. Applied K-means clustering to identify and correlate similar bad actors.
Academic contributions and research interests
Research on mitigating poisoning attacks on federated learning models using distributed ledger technology
Exploring coordination and collaboration in multi-agent AI systems for enhanced reasoning capabilities
Behavioral anomaly detection models and phishing website classification using NLP and clustering
Research on scaling LLM reasoning through smart coordination and cost-aware multi-agent systems
Research on neural networks based on distributed ledger technology - IIT Dharwad, 2020
ThesisResearch on coordination vs cognition scaling in large language models
Research InterestAssociating IP addresses with bitcoin addresses using blockchain network messages
Academic ProjectWhat colleagues and mentors say about my work
CEO, ClinicGlide-Patient Access AI & Automation
"I've worked with Mandeep as a coach during his time building the DegSafe product within the UNB MTME program. Mandeep impressed me with his strong interpersonal and communication skills, calm demeanor, and business knowledge, backed up by strong tech and development skills."
Co-Founder at Gray Wolf Analytics Inc.
"I have worked with Mandeep for over 3 years and his capabilities, passion and commitment is truly exceptional! He is a team player that always goes above and beyond the work that needs to be done!"
Senior Software Engineer | Building AI-driven Products
"Mandeep has been a great colleague to work with, always ready to help and is able to take on any challenge. He has the skills to go deep into a problem and dive into relevant research before coming out with a solution. His tenure at Borneo has also built his muscle to work in a fast-paced environment, and he is definitely capable to bring value to any new startup-like environment he ventures into."
Innovative solutions across diverse domains
Associate IP addresses with bitcoin addresses using blockchain network messages and information propagation techniques.
Training neural network models in decentralized fashion using blockchain as distributed ledger technology.
Implemented bagging model with SVM using Gaussian and Polynomial kernels for high-accuracy fraud transaction prediction.
Fine-tuned state-of-the-art BERT model for multi-classification of academic feedback using subjective analysis.
Ready to transform your business with AI? Let's discuss your project.
bawa.mandeep0001@gmail.com
+1 506 238 1661
linkedin.com/in/mandeep-bawa
Available for remote work globally