Kirtan Dwivedi — AI/ML Software Engineer

Professional Summary

I am a final-year Computer Engineering student dedicated to building high-performance systems in **C++** and **Python**. I specialize in **AI/ML, Computer Vision, Deep Learning, and Edge AI**, focusing on turning complex problems into clean, efficient, and production-ready solutions.

My work emphasizes performance optimization (low-latency, Edge AI) and data analysis. I am currently seeking roles in AI/ML, Computer Vision, and Software Engineering.

Technical Expertise

C++ (Primary)
Python (TensorFlow, PyTorch, NumPy)
Deep Learning & CNN
Natural Language Processing (NLP)
Edge Computing & Optimization
Computer Vision (OpenCV)
Data Structures & Algorithms
Docker & Cloud (GCP/AWS)
300+ LeetCode Solved

Key Projects & Case Studies

AI-Driven Rice Field Monitoring (Capstone)

Python, TensorFlow, Edge AI, CNN, U-Net

Engineered a real-time AI system on Jetson Nano, achieving 88% weed detection accuracy using U-Net semantic segmentation. Optimized inference pipeline by 50% for 22 FPS throughput.

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Ensembled Model Ranking Package (PyPI)

Python, Machine Learning, PyPI, NLP, TOPSIS

Created a production-ready PyPI package for ranking ensembled NLP models (BART, PEGASUS, T5) using domain classification and TOPSIS algorithms.

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3D Shooting Game (OpenGL)

C++, OpenGL (GLUT)

Developed a fully functional 3D shooting adventure game. Demonstrates advanced C++ programming, data structures, and computer graphics proficiency.

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Deep Fake Video Generation Model

Python, Deep Learning, Generative Models

Exploratory project into generative adversarial networks (GANs) for video manipulation, focusing on model stability and realistic output generation.

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