Umang Kalavadiya
ML EngineerAI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI Adoption Specialist | Building GenAI, LLM & AI Agent Solutions for Real Business Impact | RAG | Automation | MCP | IBM Certified
AI/ML Engineer with 2.5+ years specializing in production-grade multi-agent systems and RAG pipelines. Architected MCP-orchestrated agent workflows using LangChain and LangGraph that automated complex multi-step processes for digital agencies, driving 30–50% operational efficiency gains. Delivered 30+ end-to-end AI applications across NLP, generative AI, and computer vision, combining hands-on engineering with client-facing technical leadership. Known for blending technical expertise with leadership and a problem-solving mindset to drive business impact.
Parul University
Bachelor of Technology - BTech, Computer Science
October 1, 2021 – June 1, 2024
The Maharaja Sayajirao University of Baroda (MSUB), Vadodara
Diploma, Computer Engineering
January 1, 2017 – January 1, 2021
E2M
Adoption Specialist - AI
April 1, 2026 – Present
Ahmedabad · On-site
E2M
AI Engineer
October 1, 2025 – March 1, 2026
Ahmedabad · On-site
MSBC Group
AI Engineer
May 1, 2025 – September 1, 2025
Ahemdabad · On-site
Intralign.ai
AI Engineer
January 1, 2024 – March 1, 2025
United States · Remote
Analysed.in
Machine Learning Intern
September 1, 2023 – October 1, 2023
Remote
Machine Learning with Python
Coursera
June 25, 2026 – Present
Python for Data Science, AI & Development
Coursera
June 25, 2026 – Present
What is Data Science?
Coursera
June 25, 2026 – Present
Data Analysis with Python
Coursera
June 25, 2026 – Present
GANs and Diffusion Models in Machine Learning
June 25, 2026 – Present
Deep Learning: Image Recognition
June 25, 2026 – Present
Introduction to Deep Learning & Neural Networks with Keras
Coursera
June 25, 2026 – Present
Data Visualization with Python
Coursera
June 25, 2026 – Present
Microsoft Certified: Azure Fundamentals
Microsoft
June 25, 2026 – Present
Data Science Methodology
Coursera
June 25, 2026 – Present
Databases and SQL for Data Science with Python
Coursera
June 25, 2026 – Present
Building Deep Learning Models with TensorFlow
Coursera
June 25, 2026 – Present
Introduction to Computer Vision and Image Processing
Coursera
June 25, 2026 – Present
Applied Data Science Capstone
Coursera
June 25, 2026 – Present
Python
Kaggle
June 25, 2026 – Present
Python Project for Data Science
Coursera
June 25, 2026 – Present
Basics of Python
Infosys Springboard
June 25, 2026 – Present
Microsoft Certified: Power Platform Fundamentals
Microsoft
June 25, 2026 – Present
Tools for Data Science
Coursera
June 25, 2026 – Present
Data Visualization
Kaggle
June 25, 2026 – Present
Data Manipulation in Python: Master Python, Numpy & Pandas
Udemy
June 25, 2026 – Present
7-days Bootcamp on Real Estate Price Prediction
DevTown
June 25, 2026 – Present
Cultural Fit Analysis
The candidate has worked in multiple AI Engineer roles across different companies (E2M, MSBC Group, Intralign.ai), demonstrating adaptability and exposure to diverse project environments. The focus on client-facing solutions and automation suggests a results-oriented approach. The breadth of certifications, while numerous, indicates a strong drive for continuous learning, which aligns well with a dynamic technical culture. However, the lack of specific project details outside of work experience makes it harder to fully assess independent initiative and passion projects.
Soft Skills & Operational Fit
The candidate's experience descriptions highlight leadership in project planning and execution, direct client communication, and cross-functional collaboration. These indicate strong operational fit and soft skills relevant for a senior role. The mentorship experience further supports a collaborative and growth-oriented mindset.