Harshit Soni

About

With a Master's degree in Computer Science with Artificial Intelligence from Binghamton University and a Bachelor's in Electrical, Electronic, and Communications Engineering from Thadomal Shahani Engineering College, I have developed a strong foundation in technology and innovation. Currently, I am a Machine Learning Engineer at Julius, where I apply machine learning techniques to analyze the green labor market and develop models for career dashboards. My role involves data labeling, scraping, and cloud storage, working closely with the VP on client projects. Previously, I served as a Research Assistant at Binghamton University, focusing on HCI research and ASL recognition through machine learning. I also contributed as a Graduate Grader, enhancing students' understanding of machine learning. My experience as a Software Engineer at Scout involved automating email systems and analyzing real estate data, significantly improving client interactions and decision-making processes.

Experience

• Machine Learning Engineer · Julius06-01-2024

  Applied machine learning techniques to analyze the green labor market, including projects in renewable energy and sustainability in collaboration with NREL. Developed and deployed machine learning models for career dashboards, integrating data to enhance the job-seeker experience. Led initiatives in data labeling, scraping, and cloud storage for government website data. Worked closely with the VP on client-facing projects, contributing to data pipeline creation and structured data solutions.

• Research Assistant · Binghamton University01-01-2024 – 03-01-2024

  Specialized in HCI research with a focus on applying image processing and NLP to enhance ASL recognition via real-time machine learning models. Advanced models through neural networks and computer vision to tackle ASL recognition challenges. Engaged in interdisciplinary collaborations and contributed to academic communities through research publications and presentations.

• Graduate Grader · Binghamton University01-01-2023 – 12-01-2023

  Created and graded exams, assignments, and projects for a class of 50 students in Machine Learning. Provided constructive feedback to enhance students' understanding and performance. Collaborated with the professor and another teaching assistant to ensure consistent and accurate grading.

• Research Assistant · Binghamton University01-01-2023 – 05-01-2023

  Researched the feasibility of using ML autoencoders for optimizing microscopic filter designs in semiconductor production. Formulated an exploratory algorithm to convert filter shapes into probabilities of light passing through slits across different wavelengths.

• Software Engineer · Scout06-01-2023 – 08-01-2023

  Engineered an automated email system and AI-driven prompter, reducing manual email efforts by 80% and boosting client interaction by 40%. Led data analysis on real estate transactions and agents, delivering insights that improved decision-making. Collaborated with the Founder/CEO to enhance database and marketing solutions.

Education

• Binghamton UniversityMaster's degree, Computer Science with Artificial Intelligence
• Thadomal Shahani Engineering CollegeBachelor of Engineering - BE, Electrical, Electronic and Communications Engineering Technology/Technician

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