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Secured 3rd Rank in University 24hr Hackathon TechWizard on Proctoring System project

Hi There,
I'm Nishant Singh

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About Me

About Me

I'm Nishant Singh

Data Scientist & DL Enthusiast

A passionated AI developer with extensive experience in various Deep learning models, including RNNs, computer vision, transformer architectures, linear regression, GAN's, VAE's, RAG's, LSTM. I also Expertised on fine-tuning several pre-trained models such as BERT, T5, YOLO, VGG, ResNet, R-CNN, U-Net and more. Primarily i focus on building models from scratch rather than relying heavily on fine-tuning pre-trained models. All my projects, showcasing my skills and contributions, are available on GitHub & Kaggle.

Skills & Familiarity

LLM'S
Transformer
OpenCV
numPy
Pandas
DSA
Keras
Advancedpy
TensorFlow
NLP
React
Node.js
HuggingFace
Matplotlib
ScikitLearn
C++
JS
Java

My Education

Degrees measure credentials, but skills paint the canvas of innovation and expertise.

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Bachelor in Computer Application

Haridwar University

2023-2026 | Not Completed

Primary/Secondary Education

Vidya Mandir Sector-V BHEL (Haridwar)

2020-2022 | Completed

Outlined Projects

Parallel Encoder for AG News

Effectively classified news based on their Title and description.

Online Exam Proctoring System

Built a Proctoring System to maintain discipline and Value of online exams.

U-NET Image Segmentation

Utilized U-Net architecture for Extracting woman from image.

Generative LLM's

Trained Large language model on 1 million BookCorpus paragraphs.

Resume Builder

A React/Flask based high quality & ATS freindly Resume builder application

My Blogs

Delve into my blogs for in-depth explorations of AI, machine learning, and innovative tech solutions!

Work Timeline

Model Development

Built custom Deep learning models from scratch, including RNNs, GANs, VAEs, transformer architectures for various applications.

Computer Vision Projects

Developed and fine-tuned models like YOLO, VGG, ResNet, and U-Net for tasks such as object detection, image segmentation, and image classification.

Natural Language Processing

Fine-tuned pre-trained models like BERT and T5 for language translation, sentiment analysis, and question answering systems.

Research and Innovation

Conducted extensive research on emerging AI techniques, integrating novel methodologies into existing projects to enhance performance and efficiency.

Project Showcase

Presented AI solutions and projects on platforms like GitHub and LinkedIn, demonstrating practical applications and innovative approaches in machine learning.