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Sohum Sharma

@sohumsharma

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Aspiring AI/ML engineer skilled in end-to-end deep learning and deployment.

India

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What I'm looking for

I seek an AI/ML role focusing on end-to-end model development and deployment, collaborative teams, production impact, and opportunities to grow in ML engineering and MLOps.

I am an AI and machine learning engineer-in-training finishing a B.Tech in Computer Science (2026), focused on building practical, deployable intelligent systems.

I have hands-on experience training and deploying deep learning models (YOLOv8, BERT, ResNet50) and building backend architectures with Django, Node.js, and databases like MongoDB and PostgreSQL.

My projects include a multimodal neurological-disease classifier (92% accuracy, 0.96 AUC), a YOLOv8-based smart-surveillance deployment to mobile devices, and BERT+ResNet multimodal emotion detection; I emphasize explainability with Grad-CAM and LIME.

I contribute to end-to-end solutions from data collection and preprocessing to model training, monitoring (Weights & Biases), and mobile/IoT deployment, and I seek roles where I can apply these skills to impactful, production-grade products.

Experience

Work history, roles, and key accomplishments

SAP ABAP Intern

Oil and Natural Gas Corporation

Jun 2024 - Jul 2024 (1 month)

Automated payroll processes by designing and implementing an SAP ABAP system for data retrieval, processing, and payslip PDF generation, significantly reducing manual effort and errors.

Payroll Automation Data Processing Process Automation SAP Integration

Backend Intern

NimbleVision

Aug 2024 - Sep 2024 (1 month)

Implemented backend integration for IoT devices using Django and web technologies, improving system stability and integrating with LoRaWAN network servers.

Django HTML CSS JavaScript LoRaWAN IoT Backend REST APIs

Computer Vision Intern

NimbleVision

Feb 2025 - Present (1 year 1 month)

Trained and deployed a custom YOLOv8 model for pet, human, and truck detection in surveillance systems achieving 72% accuracy and optimized the model for on-device inference on Samsung S22 devices.

YOLOv8 PyTorch Optimization Computer Vision Streamlit

Education

Degrees, certifications, and relevant coursework

PES University

Bachelor of Technology, Computer Science and Engineering

2022 -

Activities and societies: Deep learning and AI projects, internships, backend development, IoT integrations

Pursuing a Bachelor of Technology in Computer Science and Engineering with coursework and projects focused on deep learning, generative AI, and backend architecture; expected graduation in 2026.