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Amit Badave

@amitb05

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Results-driven Data Scientist specializing in AI and predictive maintenance.

India

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What I'm looking for

I am looking for a role that fosters innovation, encourages collaboration, and offers opportunities for professional growth in AI and data science.

I am a results-driven Data Scientist with a strong background in AI model development, data-driven decision-making, and predictive maintenance systems. With 4 years of experience, I have honed my skills in designing scalable AI/ML solutions and implementing advanced architectures to tackle complex industrial challenges. My passion lies in leveraging AI to drive innovation and operational efficiency.

Throughout my career, I have led significant projects, including the development of deep learning-powered automotive components that streamlined design processes and reduced manual effort by 75%. I have also designed predictive maintenance frameworks that improved model reliability by 45%, showcasing my ability to bridge the gap between data science, engineering, and business objectives. I am eager to contribute my technical expertise and domain-specific insights to a forward-thinking organization at the forefront of AI-driven transformation.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist (Research)

Current

KPIT Technologies Ltd.

Jun 2023 - Present (3 years)

Led the development of an advanced Knowledge Distillation framework for domain-specific LLMs, enabling automotive validation engineers to design test benches and generate test cases 80% faster. Created a generative deep learning model that reconstructs the structural back side of vehicle attachment parts based on front-end design inputs, achieving 75%+ precision in part generation.

LLM Knowledge Distillation GraphRAG Deep Learning Generative AI CAD Predictive Maintenance Model Quantization Graph RAG

Data Scientist

Freelancer.in

Nov 2022 - Present (3 years 7 months)

Conducted in-depth data analysis to uncover cost-saving opportunities, leading to a 10% reduction in operational expenses. Developed and deployed advanced statistical models to validate key business hypotheses and pinpoint high-impact performance indicators, driving a 15% improvement in marketing campaign effectiveness.

Data Analysis Statistical Modeling Marketing Analytics Data Processing Business Hypotheses Key Performance Indicators Data Driven Decision Making

Software Engineer (Data Analyst)

Raja Software Labs Pvt. Ltd.

Jul 2021 - Present (4 years 11 months)

Developed an advanced computer vision system leveraging YOLOv5 and EfficientNet-B7 as backbone architectures, achieving a 75% improvement in model performance. Implemented model distillation pipeline to compress and optimize deep learning models, reducing object detection latency by 50%, enabling real-time alerts, and enhancing security response efficiency.

Computer Vision YOLOv5 EfficientNet B7 Model Distillation Deep Learning Object Detection Data Processing Data Cleaning YOLO V5

Education

Degrees, certifications, and relevant coursework

Woolf University

MS in Computer Science, Computer Science

Grade: 3.9 GPA

Specialized in AI and ML, achieving a 3.9 GPA. Focused on advanced topics in artificial intelligence and machine learning.

Pune University

BE/B.Tech/BS in Computer Engineering, Computer Engineering

Grade: 8.92 CGPA

Completed a Bachelor's degree in Computer Engineering with an 8.92 CGPA. Gained foundational knowledge in computer science and engineering principles.