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shubham mali

@shubham

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Generative AI Engineer specializing in Machine Learning and Automation Solutions.

India

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What I'm looking for

I am looking for a role that fosters innovation in AI, offers opportunities for growth, and values collaboration in a dynamic team environment.

I am a passionate Generative AI Engineer with a strong foundation in Machine Learning and Automation Solutions. My expertise lies in deploying large language models (LLMs) and developing AI-driven automation systems that enhance operational efficiency. I have successfully architected real-time workflows that significantly reduce manual effort and improve data processing accuracy.

Throughout my academic journey, I have been recognized for my excellence, receiving multiple merit scholarships during my M.Tech studies at Vellore Institute of Technology. My hands-on experience includes engineering Text-to-SQL agents and integrating AWS services to deploy scalable LLM microservices with impressive uptime. I thrive on challenges and am eager to leverage my advanced AI skills to innovate in the fields of generative AI and machine learning engineering.

Experience

Work history, roles, and key accomplishments

Current

GET-AI

Current

Rapid Global Business Solutions India PVT LTD

Oct 2023 - Present (1 year 9 months)

Architected real-time LLM workflows using Lang Chain, Lang Graph, and RAG, cutting manual effort in document processing by 65%. Engineered Text-to-SQL agents and graph-based reasoning tools, improving non-technical data querying success rate by 80%. Integrated AWS Bedrock, OpenSearch, Lambda, and Kendra to deploy scalable LLM microservices with 99.9% uptime in production.

Lang Chain RAG Text To SQL OpenSearch Lambda Kendra YOLOv7 NVIDIA Jetson

Machine Learning Application Intern

Dr. Kalam Center for Innovation, Bharat Fritz Werner LTD

Sep 2022 - Present (2 years 10 months)

Developed IRTC thermal compensation ML module, increasing positional accuracy by 75% and module prediction accuracy by 80%. Deployed real-time IRTC models on Raspberry Pi, commercializing 2 machines with improved operational reliability and temperature response. Built CNN-based chip segmentation tool using OpenCV and Python, automating chip cleaning and improving safety monitoring efficiency by 60

Machine Learning Raspberry Pi CNN OpenCV Python Data Visualization

Education

Degrees, certifications, and relevant coursework

Vellore Institute of Technology (VIT)

Master of Technology, Mechanical Engineering

Specialized in Cyber Physical Systems, gaining expertise in the integration of computation, networking, and physical processes. Focused on advanced topics relevant to modern engineering challenges.

PES Modern College of Engineering

Bachelor of Engineering, Mechanical Engineering

Activities and societies: SAE India member, Technical symposium presenter

Undertook key projects including an Automated Inspection System and Fluid Mechanics Simulation, demonstrating practical application of engineering principles. Participated actively in SAE India and presented at technical symposiums.

Dr. Bapuji Salunkhe Institute of Engineering and Technology

Diploma, Mechanical Engineering

Completed a Diploma in Mechanical Engineering, building foundational knowledge in the field. Gained practical skills and understanding of mechanical systems.