Akshay Atam
AI Engineer
I am an AI and Machine Learning engineer with over three years of experience building production-ready intelligent systems. My work focuses on architecting scalable pipelines, integrating ML into live business workflows, and ensuring models deliver measurable operational impact.
At Perfect Solutions Group, I design and deploy machine learning systems embedded within ERP and CRM platforms. Alongside engineering, I have led data-driven operational initiatives, aligning technical systems with real-world execution and cross-team coordination.
I hold a Master of Science in Machine Learning from Stevens Institute of Technology. I am driven by building AI systems that are reliable, transparent, and designed for long-term value.
Stack
Experience
AI/ML Engineer
Perfect Solutions Group Inc
Jul 2025 - Present
➤ Architect production-grade ML pipelines embedded in ERP/CRM workflows, ensuring reliability and business adoption. ➤ Designed automated training and deployment systems using CI/CD-first MLOps practices. ➤ Integrated forecasting and predictive analytics directly into live operational systems. ➤ Partner cross-functionally to align model performance with real-world constraints and usage.
Data Analyst
Bright Mind Enrichment and Schooling
Oct 2024 - July 2025
➤ Built Python-based data pipelines consolidating multi-source operational data. ➤ Designed validation logic that improved compliance accuracy and reduced manual resolution efforts. ➤ Automated reporting workflows delivering structured insights to leadership.
Graduate Course Assistant
Stevens Institute of Technology
Sep 2023 - Dec 2023
➤ Automated assignment grading using Python and Matplotlib, saving 20+ hours and improving fairness. ➤ Boosted grading efficiency by 50% and supported a 15% rise in student performance through effective feedback.
Inventory Manager
BellaVita Pharmaceuticals
Jun 2021 - Jul 2022
➤ Managed inventory using MARG ERP to track stock, shipments, and deliveries ➤ Implemented control procedures to resolve supply issues ➤ Collaborated with logistics teams for timely fulfillment
Machine Learninig Developer Intern
OpenGenus IQ
Feb 2021 - Oct 2021
➤ Authored technical content explaining ML and deep learning concepts with clarity and practical implementation. ➤ Bridged theory and real-world engineering for a global developer audience.
Student Partner Intern
Bolt IoT
Jan 2021 - Mar 2021
➤ Led educational outreach initiatives introducing applied IoT and ML use cases to student communities.
Education
Stevens Institute of Technology
Master of Science in Machine Learning
Sep 2022 - May 2024
Focused on statistical learning, deep learning systems, optimization, and scalable AI infrastructure. Authored a technical review paper analyzing modern machine learning architectures and deployment methodologies, bridging theory and production application.
Arizona State University
AI and Machine Learning Professional Certification
Oct 2021 - Mar 2022
Graduate-level specialization in Statistical Machine Learning, Artificial Intelligence, and Knowledge Representation & Reasoning. Designed logic-based inference systems using Clingo and authored a formal technical report detailing system modeling and reasoning strategies.
Indian Institute of Information Technology and Management
Integrated Post Graduate in B.Tech (IT) and M.Tech (IT)
Jul 2016 - Jun 2021
Five-year integrated program in Information Technology combining theoretical foundations with applied research. Undergraduate thesis on EEG-based emotion recognition. Master’s thesis on deepfake detection using machine learning and early deep learning architectures.