Siddhant Kumar Soam

I'm a

About

A dedicated software professional with more than 3 years of extensive experience in Software Development at esteemed organizations like Samsung Research, Nokia, and AT&T. I am set to graduate in Spring 2024 from the esteemed New Jersey Institute of Technology. My expertise include crafting clean and efficient code, implementing ML algorithms, tackling Natural Language Processing challenges, and conducting comprehensive data analysis.

Software Developer | Data Scientist | Data Analyst

I believe in the intersection of Software Development, Data Science and Data Engineering

  • Experience: 3+ years
  • Location: Harrison, New Jersey
  • Degree: Masters in Computer Science
  • Email: siddhantsoam9@gmail.com

I am thrilled to take on new challenges and contribute my expertise to an organization that aligns with the values of excellence, innovation, and customer-centricity.

"Let's unlock the true potential of your data together and make data-driven decisions that propel us to new heights!"

Skills

I always strive about attention to details, collabrate with cross functional teams, build documentation

Programming

C++
Python
SQL
Scala
C
Competitive Coding
Data Structures & Algorithms

ML & AI

Supervised
Unsupervised
NLP
Deep Learning
Time Series Analysis
Generative
Predictive

Softwares and Tools

AWS
Jupyter
PySpark
Tensorflow
Keras
Hadoop
Git
JIRA

Cloud tools (AWS)

AWS Lambda
EC2
S3
RDS, Aurora, ElastiCache
VPC
CloudFront

Experience

Embarking on an Enlightening Voyage: Unveiling My Proficiencies in Software Development and Data Science

Education

Master of Science, Computer Science

GPA: 3.95 , Aug 2022 - May 2024

New Jersey Institute of Technology, NJ, USA

Machine Learning , Deep Learning , Natural Language Processing , Data Structures and Alorithms , Operating Systems , Data Mining , Intoduction to Big Data , Database Design Concepts

Bachelor of Technology, Computer Science

GPA: 3.6 , 2015 - 2019

Harcourt Butler Technical University, Kanpur, India

Data Structures and Algorithms, Database Management Systems, Operating Systems, Object Oriented Systems, Computer Oriented Numerical and Statistical Techniques, Computer Netwroks, Compiler Design, Distributed Systems, Artificial Intelligence

Professional Experience

Capstone Project: Personalized Healthcare Recommendation System

February 2024 - May 2024

NeuroTechR3, NJ, USA

  • Leading the development of a machine learning based system to personalize healthcare recommendations, integrating AWS, SageMaker, and Large Language Models (LLMs) for advanced data analysis.

ML Algorithm Engineer Intern (Computer Vision)

February 2024 - Present

UVeye, NJ, USA

  • Spearheading dataset creation for a Computer Vision task on vehicle damage segmentation using Segment Anything Model.
  • Training a deep neural network to accurately segment surface damage on vehicles, aim to enhance the accuracy by 20%
  • Formulated evaluation metrics for Grounding DINO and SAM by analyzing IoU scores, utilizing COCO annotations

Graduate Tutor and Teaching Assistant (Part time)

September 2023 - Present

New Jersey Institute of Technology, NJ, USA

  • Undertook responsibility as a Teaching Assistant for Data Mining and Big Data course providing valuable academic support to students. I assisted in mentoring approximately 120 students, ensuring their comprehension and success in mastering complex concepts in these courses.
  • Concurrently, I served as a Graduate Tutor, extending academic aid across various subjects undertaken during my Master's program. My commitment to assisting fellow students in achieving their academic aspirations was reflected in providing comprehensive guidance and support throughout their academic journey.

Python Developer Intern

June 2023 - September 2023

AT&T, NJ, USA

  • Crafted a Python framework to validate use cases through correlation within a communication network, significantly accelerating the analysis process from hours to mere minutes and enhancing visualizations by using Bokeh and Networkx.
  • Designed and implemented a data cleansing and topic modeling pipeline utilizing NLP methods for customer care call logs, resulting in streamlined insights extraction, and more efficient decision-making processes.

Software Developer

June 2021 - July 2022

Nokia Research, Bengaluru, India

  • Developed a smart framework in C++ to run test cases by reusing existing configurations, code reusability improved by 60%.
  • Optimized the codebase to reduce core overloading, improving overall performance and reducing crash issues.
  • Implemented significant enhancements in the 5G Guaranteed Bit Rate (GBR) services feature, leading to improved video call quality and decreased latency for live gaming.

Senior Software Engineer

June 2019 - June 2021

Samsung Research and Development, Bengaluru, India

  • Independently led an Automation initiative to execute test suites with a Python framework, yielding an 8% enhancement in code coverage and nearly eliminating manual efforts.
  • Collaboratively participated in a migration project, transforming the legacy C language code into a modular C++ codebase.
  • Significantly contributed to the development of advanced 4G features targeting enhanced mobile device throughput.
  • Achieved the prestigious 'Pro Coder' Badge at Samsung by successfully completing a coding assessment in the C++ language, demonstrating expertise in Tries and Hashmaps, as well as proficiency in designing APIs.

Leetcode Live Stats

Successfully tackled more than 400 problems on LeetCode, maintaining an active streak of over 100 consecutive days and standing in the top 5% globally.

Leetcode Profile

Work Samples

Worked on a diverse range of projects related to Data Science, including NLP and Time Series Analysis

  • All
  • NLP
  • Machine Learning
  • Deep Learning
  • Operating Systems

Text Summarization

Optiver Stock Price Prediction

Sentiment Analysis of IMDB reviews

Process Scheduler Simulator

Digit Recognizer

Contact

Location:

Harrison, NJ