Aman Gupta

Aman D. Gupta

I'm Machine Learning Engineer.

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Now I'm looking for the Opportunity.

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Worked as a Software Engineer at Paras Solutions, contributing to scalable web applications and data-driven platforms.

Developed the IFL Portal for loan data visualization, including Excel upload functionality for seamless data ingestion.

Engineered a high-performance filtering API, significantly improving data retrieval speed and efficiency.

Led development of the RBL Project, enabling direct product ordering through the portal.

Built a responsive frontend using React.js and optimized backend services with Node.js and MongoDB.

Designed a serverless architecture for the Piramal Portal using AWS S3 and MongoDB, enhancing scalability and reducing operational costs.

Letter of Recommendation: View Document

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Pursuing a Bachelor of Science (B.Sc.) in Information Technology from University of Mumbai.

Built a strong foundation in software development, data structures, and database systems.

Developed a growing interest in Machine Learning and Deep Learning, driven by curiosity to understand how intelligent systems learn from data and solve real-world problems.

Actively exploring concepts such as neural networks, computer vision, and natural language processing, with a focus on building practical, impactful applications.

Featured Projects

Large Language Model from Scratch

Large Language Model from Scratch

ML

Built a Transformer-based Large Language Model from scratch using PyTorch.

PyTorchSelf-Attention
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Image Generation Model from Scratch

Image Generation Model from Scratch

ML

Built a Stable Diffuser Model from scratch using PyTorch.

DiffuserPytorch
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Stock Predictor

Stock Predictor

ML

Deep learning framework for market trends and trading optimization.

LSTMFinancial ML
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Youtube Sentiment Analysis

Youtube Sentiment Analysis

ML

Analyzed YouTube comments to gauge public sentiment on various topics using LSTM networks.

LSTMFinancial ML
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Language Detection

Language Detection

ML

Built a language detection model using NLP techniques.

NLPMachine Learning
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I Like File

I Like File

Web

ILikeFile.com is your all-in-one online file converter and PDF toolkit.

Next.jsExpress.jsMongodb
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Notes App

Notes App

Web

Fynote simplifies managing, organizing, and accessing study Notes.

Next.jsExpress.jsMongodb
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Type Champ

Type Champ

Web

Type Champ is a typing practice website where users can practice, compete with others.

React.jsExpress.jsMongodb
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Awards & Recognitions

ISTD

ISTD

ISTD (Indian Society for Training & Development) – 1st Runner-Up

Hackathon
VJTI College

VJTI College

VJTI College Hackathon – Winner

Hackathon
Pillai College

Pillai College

Pillai College Hackathon – 1st Runner-Up

Hackathon

Technical Skills

Machine Learning & AI

Programming & Frameworks: Python, PyTorch, TensorFlow, Keras, Scikit-learn

Machine Learning: Random Forest, XGBoost, LightGBM, PCA, Clustering, Feature Engineering, EDA

Deep Learning: ANN, CNN, RNN, LSTM, Encoder-Decoder Architectures

Natural Language Processing: Tokenization, Embeddings, Stemming & Lemmatization, Language Modeling, Text Classification, BERT, SpaCy, NLTK, LlamaIndex

Generative AI & LLMs: GPT, LangChain, RAG Pipelines, HuggingFace Transformers

Data Visualization: Matplotlib, Seaborn

Tools & Deployment: MLflow, Kubeflow, Docker, AWS, Azure, Git/GitHub

Web Engineering

Programming Languages: JavaScript, TypeScript, Go

Frontend: React.js, Next.js

Backend: Node.js, Express.js, FastAPI, Flask, Golang

Database: MongoDB, MySql, Postgress

Deployment: AWS, Azure, GCP, Vercel

Other Skills: PostMan, git/github, Docker, Wordpress, Performance Optimization, Responsive Design,

Quick Links

Linkdin: https://www.linkedin.com/in/imaman-gupta

Github: https://github.com/aman-devx

X.com: https://x.com/amanguptax_

Instagram: https://www.instagram.com/amangupta0_

Telegram: https://t.me/amandevx

Email: aman.gupta.devv@gmail.com

Phone No: +91 7972644815