Open to opportunities

Shubham Kumar

@shubhamkumar13

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Machine Learning Developer focused on scalable AI systems and APIs.

Zimbabwe

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What I'm looking for

I am seeking a role that allows me to leverage my machine learning expertise while fostering innovation and collaboration in a dynamic environment.

As a Machine Learning Developer, I specialize in building full-stack AI systems, with a strong focus on natural language processing and graph analytics. My experience includes spearheading the end-to-end development of machine learning-driven products, integrating model design with API deployment, and leading impactful technical projects across various applied domains.

At Qriocity Venture PVT LTD, I led a team of four ML engineers, ensuring timely delivery and mentoring while working on innovative solutions such as blockchain-based security systems and AI-powered cybersecurity tools. My internship at Firellama Technologies allowed me to fine-tune deep learning models for image segmentation and develop RESTful APIs, enhancing my technical expertise in real-time ML pipelines and client-server deployment.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Developer

Current

Qriocity Venture PVT LTD.

Mar 2024 - Present (2 years 3 months)

Spearheaded end-to-end development of ML-driven products, integrating model design, API integration, and backend systems using Django, Flask, and FastAPI. Built and deployed real-time ML pipelines for hardware-software interoperability and led a team of 4 ML engineers on multiple parallel projects.

API Integration Django Flask fastAPI

Deep learning Internship

Firellama Technologies PVT LTD.

Dec 2023 - Feb 2024 (2 months)

Fine-tuned MobileNetV2/V3 with SegNet decoder for pixel-wise semantic segmentation of tables in document images and built a system to extract and structure tables into Excel format. Developed a multi-table layout detection pipeline, combining segmentation, layout analysis, and OCR to research a production-ready ML pipeline.

Semantic Image Segmentation MobileNetV2 V3 SegNet Table Recognition Flask RESTful APIs

Education

Degrees, certifications, and relevant coursework

Vivekananada College of Technology and Management

Bachelor of Technology, Mechanical Engineering

Activities and societies: Final Year Project: “Adaptive Dual-Axis Solar Tracking Framework for Dynamic Solar Irradiance Optimization”

Completed a Bachelor of Technology in Mechanical Engineering. Final Year Project: “Adaptive Dual-Axis Solar Tracking Framework for Dynamic Solar Irradiance Optimization”.