NextUI Fruit Image with Zoom

Utkarsh Kumar Sahu

Data Scientist

I am a passionate Data Scientist and Deep Learning Engineer with a strong foundation in machine learning, artificial intelligence, and advanced modeling techniques. My experience spans across developing and deploying sophisticated AI solutions, optimizing complex systems, and implementing state-of-the-art models in domains such as object detection, time series analysis, and natural language processing. I have a deep understanding of tools and frameworks like TensorFlow, PyTorch, and Langchain, and have worked with Docker, Kubernetes, and AWS for efficient deployment. My work also includes hands-on experience with large language models and generative adversarial networks, demonstrating my versatility and commitment to pushing the boundaries of technology.


Work Experience

Work Experience

Publicis Sapients

Publicis Sapients

Data Scientist

Bangalore, India

Developed clustering and mathematical (Pulp) models for optimizing facility locations in warehouse management. Deployed code using Docker and increased efficiency by 2.1%, used service pods on an AWS Kubernetes cluster.

publicis.sapients
Operation Research
Business Study
Mathematical Models (Pulp)
Kubernetes
Streamlit
Docker
AWS
Python

May 2023 - July 2023

TMLC

TMLC

Deep Learning Engineer

Pune, India

Worked on detecting YOLO models, i.e. yolov5-v7-v8 models, increased accuracy by 7.8% using FPN networks. Detected birds & calculated the interval, created dashboards on Streamlit, improved interference speed by 80fps.

themlco
Object Detection-Segmentation
YOLO-v7/8
TensorFlow
AWS
Roboflow
Streamlit
Python
Deep Learning

Dec 2022 - Feb 2023

Univ.AI

Univ.AI

Machine Learning Engineer

Mumbai, India

Worked on scraping using Octoparse and generating a phone sales dataset with a MAPE score 0.029. Implemented Statistical, LSTM, ARIMA and XGBoost model achieving an accuracy rate of 97.31%.

univ.ai
Time Series
ARIMA
Web Scraping
XGBoost
Octoparse
Event Management
Python
Machine Learning

Oct 2021 - Dec 2021

Scale AI

Scale AI

Artificial Intelligence Trainer

San Francisco, USA

Developing RLHF strategies to enhance chatbot effectiveness. Implementing quality control practices to ensure accurate chatbot responses and improve user experience.

scale.ai
Large Language Models (LLM)
Prompt Engineering
Parallel Algorithms
Python
AI Training
Quality Control
Chatbot Development

Feb 2024 - May 2024

Education

iitbhu

Indian Institute Of Technology (B.H.U.), Varanasi

B.Tech. in Ceramic Engineering with 8.17 CGPA

November 2020 - June 2024
iitbhu

MKVVIV

Completed Intermediate Education with 87%

iitbhu

Ryan International School

Completed Secondary Education with 90%

2008 - 2020