Diksha Hooda
Atlanta,GA
Summary
Dynamic individual with hands-on experience in Data Science/Artificial Intelligence and talent for navigating challenges. Brings strong problem-solving skills and proactive approach to new tasks. Known for adaptability, creativity, and results-oriented mindset. Committed to making meaningful contributions and advancing organizational goals.
Overview
8
8
years of professional experience
Work History
Assistant Professor of Computer Science
Jaypee University of Information Technology
08.2022 - 09.2024
- Led multiple research projects applying machine learning models (SVM, neural networks) to real world datasets in areas such as image classification, medical diagnostics, NLP etc. to generate insights.
- Published peer reviewed papers using large scale datasets and advanced analytics.
- Supervised and collaborated with teams of graduate students, fostering innovation in applied ML projects.
- Developed and delivered lectures and workshops on machine learning and deep learning emphasizing real world applications.
- Used tools such as Python (NumPy, pandas, scikit-learn), SQL, to analyze and visualize data and communicate findings.
Lecturer, Computer Science
Thapar Institute of Engineering and Technology
08.2021 - 12.2021
- Created and maintained code repositories in Git, jupyter notebooks ensuring reproducibility and reusage.
- Applied data analytics and visualization with matplotlib, seaborn, plotly to derive decisions from data
- Mentored students in capstone projects simulating real world data science workflows including data processing, analysis and business insight communication.
- Designed and delivered engaging lectures on algorithms, data structures, and machine learning fundamentals.
Teaching Research Associate
Thapar Institute of Engineering and Technology
01.2018 - 07.2021
- Worked with interdisciplinary teams to build predictive models using tools like TensorFlow, Pytorch and SQL.
- Authored technical papers detailing datra-driven methodologies, performance and insights derived from experimental datasets.
- Conducted weekly lab sessions and used Python( scikit-learn, NLTK, pandas, NumPy etc) to demonstrate data analysis and machine learning applications.
- Conducted literature reviews to identify gaps in research in the field of knowledge engineering and data science.
- Collaborated with faculty to design and implement research methodologies for academic projects.
- Presented findings at academic conferences, enhancing visibility of departmental research initiatives.
Research and Development Intern
STMicroelectronics Private
06.2016 - 05.2017
- Collaborated with cross-functional teams to design and execute experiments for new product concepts.
- Achieved timely completion of research projects by effectively managing time and resources, ensuring deadlines were met consistently.
- Contributed to a positive working environment by actively participating in team meetings and fostering open communication among colleagues.
- Analyzed test results to identify trends and inform strategic decisions in R&D projects.
- Assisted in developing prototypes, ensuring alignment with project specifications and timelines.
Education
Ph.D. - Data Science And Ontology
Thapar Institute of Engineering And Technology
Punjab, India11-2022
Master of Technology - Computer Science
Thapar Institute of Engineering And Technology
Punjab, India07-2017
Bachelor of Technology - Computer Science
Chandigarh College of Engineering
Mohali, India07-2015
Skills
- Deep learning expertise
- Experience with machine learning techniques
- Python
- Database querying
- Natural language processing
- Computer Vision
- Information retrieval
- Experience with generative AI applications
Timeline
Assistant Professor of Computer Science
Jaypee University of Information Technology
08.2022 - 09.2024
Lecturer, Computer Science
Thapar Institute of Engineering and Technology
08.2021 - 12.2021
Teaching Research Associate
Thapar Institute of Engineering and Technology
01.2018 - 07.2021
Research and Development Intern
STMicroelectronics Private
06.2016 - 05.2017
Ph.D. - Data Science And Ontology
Thapar Institute of Engineering And Technology
Master of Technology - Computer Science
Thapar Institute of Engineering And Technology
Bachelor of Technology - Computer Science
Chandigarh College of Engineering
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