Raghav Singh
Raghav Kumar Singh
Applied ML Engineer
Good |,
I'm Raghav!

I'm Raghav. I build AI that works in the real world.

While most focus on the infrastructure, I dive into the weights and architecture. I specialize in:

LLM Optimization: Fine-tuning & Quantization for high-performance inference.

Contextual Intelligence: Robust RAG pipelines that actually scale.

End-to-End Delivery: Transitioning models from notebooks to live, functional apps.

Final Year Data Science Student @ Noida

Experience

Full-Stack Web Developer (WordPress & WooCommerce)

@ Siddhi Dhata Ayurved

Jan 2024 – April 2024


Developed the complete web solution for siddhidhataayurved.com, building both frontend and backend functionality using WordPress and WooCommerce. Implemented custom product flows, payment handling, UI enhancements, and deployed the site to production with performance and scalability in mind.

Relevant skills:

  • WordPress & WooCommerce
  • HTML, CSS & JavaScript
  • Payment Integration
  • Deployment & Hosting

Bachelor of Computer Science (CSE – Data Science)

2022 – Present


Currently pursuing a Bachelor's degree in Computer Science & Engineering with specialization in Data Science. Focused on machine learning, deep learning, and full-stack development with strong practical exposure.

Relevant Skills:

  • Python
  • Java
  • FastAPI
  • GENAI
  • PostgreSQL
  • Machine Learning
  • Deep Learning
  • Git

Projects

AI Appointment Agent

A task-driven AI system that understands user intent and autonomously handles appointment booking workflows. Designed to manage scheduling, confirmations, and availability with minimal user input.

Python
FastAPI
GENAI

Movie Review Sentiment Analysis Using LSTM

A deep learning–based sentiment analysis system that classifies movie reviews as positive or negative by capturing sequential patterns in text using an LSTM network. Deployed as a web application for real-time sentiment prediction.

Python
LSTM
NLP
Deep Learning
Cloud Deployment

Skills

Generative AI / LLM Systems


LLM Fine-Tuning
RAG Pipelines
LangChain
Langraph
HuggingFace Transformers
Model Quantization (INT4 / INT8)
Prompt Engineering
Multimodal AI
Diffusion Models
Deployment

Machine Learning / Deep Learning


PyTorch
Keras
Scikit-learn
LSTM
CNN
Transfer Learning
Model Optimization
Neural Networks

Data Science


Pandas
NumPy
SQL
Data Analysis
Data Visualization
Web Scraping
Exploratory Data Analysis (EDA)
Ryan

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