Harsh Singh

Engineer | Research | Software

Harsh Singh

About Me

"Success is not the key to happiness. Happiness is the key to success."

About Harsh Singh

My fascination with technology has been a lifelong journey, leading me to a degree in data science and now, a career in AI engineering. I enjoy the challenge of building intelligent systems and am constantly exploring the intricate puzzles found in math and coding. At heart, I'm a curious problem-solver, always eager to learn and grow in this ever-evolving field.

Experience

Genius Vision Digital

Backend Dev Intern

Dec 2022 - June 2023
Dun & Bradstreet

Data Analyst Intern

July 2023 - Nov 2023
Harman Tech Services

Data Scientist

Dec 2023 - Present
Class X

KLE School

Grad. 2018
Class XII

Pace Junior Science College

Grad. 2020
B Tech Data Science

NMIMS MPSTME

2020 - 2024

Skills

Probability & Statistics 95%
Machine Learning 95%
Natural Language Processing 85%
Deep Learning 80%
Generative AI 90%
Computer Vision 80%
Backend Development 95%
Amazon Web services 85%
DevOps 90%
MLOps / LLMOps 80%
Document Processing & RAG 90%
Agentic AI 95%

Technologies

Python SQL Golang PyTorch TensorFlow Langgraph MLFlow OpenAI FastAPI Redis Docker Postgres Linux GitHub Django ReactJS

Projects

Project 1

Anomaly Detection with Autoencoders

Built an Autoencoder model to identify anomalies in retail transactions using reconstruction error

Python TensorFlow Keras
View Project
Project 2

Agentic Customer Support

Multi-Agent setup for Technical Customer Support with Real time communication and logging (WIP 🚧)

OpenAI FastAPI Redis
View Project
Project 1

Generating Brain MRI images: DCGAN

Data Augmentation with Deep Convolutional GAN to generate images of minority classes to improve data distribution & skewness

Python TensorFlow Keras OpenCV
View Project
Project 2

End to End Attrition Prediction

ML Model hosted on FastAPI endpoint with complete model retraining pipeline

Scikit Learn MLFLow Airflow Docker
View Project
Project 1

Cigarette Smoking Detection

Real time Cigarette Smoking Detection with fine-tuned YOLOv8 deployed over Django Backend

Ultralytics OpenCV Django
View Project

Get In Touch

Email

harshsingh90220@gmail.com

Twitter

@TheGlobalMinima

Location

Mumbai, India