Hi, I'm Aman Shilpakar
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Creating cutting-edge intelligent systems to solve dynamic problems, with experience in real-time detection, analysis, and deep-learning architectures.
About Me
I am a passionate Data Scientist and ML Engineer dedicated to building intelligent systems that solve real-world problems. With a strong foundation in computer engineering, I specialize in Deep Learning, Computer Vision, and Automation. Whether it's predicting stock markets or building AI for healthcare, I aim to merge code with creativity.
Education
Bachelor in Computer Engineering
Institute of Engineering (IOE) · Undergraduate
+2 Graduate
Higher Secondary Education · Science Faculty
Skills
Machine Learning
Coding & Tools
Web Tech
Projects
Maximum IPO
A comprehensive stock market prediction system specializing in IPO. Utilizes advanced LSTM and Transformer networks to analyze historical time-series data and market sentiment.
NeRF Engine
Implementation of Neural Radiance Fields (NeRF) for synthesizing photorealistic 3D scenes from sparse 2D images. Leverages PyTorch and MLPs for volumetric density encoding.
Video Captioning
A multimodal AI system designed to generate accurate, context-aware captions for video content. Includes CNNs for frame extraction and RNNs/LSTMs for sequence generation.
Medicine Recognition
Mobile-ready healthcare assistant capable of identifying pills and medications from camera images using MobileNetV2 architecture for edge-device inference.
VAR Automation
Industrial robust automation system employing Vector Auto-Regressive (VAR) models for multivariate time-series analysis to detect anomalies in factory machinery.
Contact Me
Let's Connect
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your visions.
- amanshilpakar004@gmail.com
- Kathmandu, Nepal