About

Pradeep Pant

Pradeep K. Pant

AI/ML Engineer | Software Architect | Technology Leader | Researcher | Open-Source Contributor

Solving complex problems at the intersection of Software Engineering and AI, with 20+ years of experience driving innovation, mentoring teams, and building scalable solutions.

About Me

Welcome! My name is Pradeep Pant (प्रदीप पन्त), a proud native of the majestic lower Himalaya (हिमालय). I began this blog in the autumn of 2007 to chronicle my journey and share thoughts on the ever-evolving world of technology. Over the years, it has become a space where I explore ideas, document experiences, and share knowledge with fellow enthusiasts.

By profession, I am a Software Architect and AI/ML practitioner with over 20 years of experience in building enterprise software solutions. I am passionate about solving complex problems and believe that programming is a powerful tool capable of turning imagination into reality at astonishing speed. My expertise spans Programming, Machine Learning, Generative AI, and Software Design & Architecture, and I am dedicated to continuous learning and exploration. Currently, I work as an AI/ML & Generative AI Architect at LTIMindtree, while pursuing a PhD in Process Mining and Machine Learning at IIIT Allahabad. My work includes designing scalable solutions, mentoring teams, contributing to open-source projects, and publishing research that bridges industry and academia. When I’m not coding or analysing algorithms, you’ll usually find me running ultramarathons, exploring nature, or sharing knowledge through my blog.

🎓 Education

Ph.D. in Process Mining and Machine Learning — Indian Institute of Information Technology (IIIT Allahabad) (in progress, expected 2026)
M.Tech in Computer Science — Birla Institute of Technology (BIT), Mesra, Ranchi (2004)
M.Sc. in Physics — Kumaun University, Nainital (1997)

Areas of Expertise

AI/ML & Generative AI – Data Mining, Machine Learning, Deep Learning, LLMs, RAG pipelines, MCP, Prompt Engineering, Time Series Forecasting
Cloud & MLOps – AWS, Azure ML, GCP, Databricks, CI/CD, Docker, Kubernetes, MLflow
Software Architecture & Development – C, Perl, Python, SQL, NoSQL, Microservices, REST APIs
Research & Innovation – Process Mining, Optimization Algorithms, Pattern Recognition
Community Engagement – Open-source contributions, technical leadership, writing, mentoring, workshops

Featured Work

Explainable Concept Drift in Process Mining – Published research paper in an IEEE conference, contributing novel methods in AI explainability
Python Architecture Patterns – Official book reviewer, helping developers understand design patterns and best practices
Open Source Projects – Reporting critical bugs in projects like MySQL Operator and Chromium, contributor to the Perl CPAN repository

🏃‍♂️ Beyond Tech

Outside of work, I’m deeply interested in trail running, endurance sports, and community-driven fitness initiatives. I document my running journeys, travel, and learnings on my blog.

Latest Highlights:
👉 2025 Race Diary – Five Runs, One Journey
👉 Nag Mandir Parikrma Run – A Community Initiative from the Himalayas

→ Read more running and travel posts

Let’s Connect!

I’m always open to collaborations, discussions on emerging technologies, research, or mentoring opportunities. You can find me here: