I am a Masters in Computer Science student at University of Southern California. I would define myself as a detail-oriented, hard-working, and tenacious CS major. I graduated well within top 5% of students in my class as a CS Engineering undergrad in 2020 and honed my skills at Publicis Sapient as a Data Scientist for more than one year and three months. During my stint at Sapient, I worked on an assignment with Samsung North America (Fortune 15 company). This assignment helped me gain experience in software development, automation, machine learning, data science, visualization, and web applications.Technical proficiencies include:Interests: Machine Learning, Data Science, Cloud Computing, Data Mining, Natural Language Processing. Languages: Python, Java, C++, SQL, JavaScript, HTML, CSS, JSON, Flask.Libraries: Numpy, Pandas, Matplotlib, Scikit Learn, Keras, TensorFlow, PyTorch, Dash, NLTK, Dash, Plotly.Databases & QL: MySQL, Firebase, MongoDB (NoSQL).Tools & Platform: GCP, AWS, Docker, Kubernetes, Agile, Tableau, Power BI, Bash, Alteryx (ETL), Git Hub.To get the engine running, I am willing to get my hands dirty from the get-go and raring to get started with some hands-on experience in the form of an internship. I'm always up for an interesting conversation to widen my horizons so do reach out! Email- ashwing@usc.edu
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Data ScientistInstadeep Oct 2024 - PresentLondon, England, Gb -
Software EngineerGurucul Jun 2024 - Oct 2024El Segundo, Ca, Us1. Built user behaviour-based threat detection model using ML algorithm like XGBoost that boosted AUC score by 7%.2. Data Engineering: Created ETL pipelines to integrate diverse data sources for real-time SIEM analysis, reducing processing time by 50%. -
Data AnalystUsc School Of Pharmacy Jun 2022 - May 2024Los Angeles, Ca, Us1. Designed dashboards and developed reports using Tableau and PowerBI for 80+ KPIs to make data-informed decisions related to curriculum, admission, students, faculty and teaching programs for school of pharmacy.2. Led presentations and discussions with school administration regarding results obtained from analyzing business data. Tracked academic trends by precisely identifying and extracting relevant data using Python and SQL. -
Data Science InternLexisnexis Risk Solutions May 2023 - Jul 2023Alpharetta, Ga, Us1. Machine Learning: Constructed transaction fraud detection model for credit cards using ML algorithms like XGBoost and LightGBM that increased F1 Score by 4% and reduced training time by 20%.2. Automation: Developed Python library for feature drift detection by analysing predictive powers that reduced human effort by 80%.3. Data Visualization: Assisted in development of Customer Facing Analytics platform for real-time performance tracking of ML model. -
Data ScientistPublicis Sapient Oct 2020 - Dec 2021Boston, Massachusetts, Us1. Machine Learning: Performed predictive statistical analysis using ML algorithms by extracting data through automated APIs from Big Query (GCP) for Samsung North America to accurately forecast marketing campaigns that boosted revenue by 8%.2. Automation: Single-handedly designed and constructed parallel ETL pipelines using Python to blend, transform and validate data that reduced human effort and delivery time by 80%.3. Full Stack: Collaborated in a team of five to construct a scalable e-commerce system and assist with tagging of rule firings for end-to-end tracking of customers to increase conversions.4. Visualisation: Created real-time dashboards and reports to derive data insights by utilising Tableau, Power BI and Google Analytics that reduced the turnaround time by 10%. -
Data Science InternGenpact Jun 2019 - Jul 2019New York, Ny, Us1. Developed automated payroll data validation system to minimize discrepancies using python which lowered manual intervention and decreased runtime by 70%.2. Machine Learning: Accurately predicted payroll using KNN classification that minimized spare labor inventory costs by 20%.3. NLP: Aided chatbot development by utilising SVM for intent classification to include contextual data for a more tailored experience. -
Algorithmic Trading InternReliance Securities (Reliance Money) Limited May 2018 - Jun 20181. Automated basket orders to streamline trades with low latency asynchronous logging system to expedite order sending.2. Fabricated, backtested and optimized algorithms to accurately project future price trends of stocks & ETFs in real-time datasets.3. Initiative: Performed data analysis & visualization, by leveraging Python Numpy and Matpotlib libraries to identify weekly trends that aided management in increasing profitability by 20%.
Ashwin Gupta Education Details
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University Of Southern CaliforniaComputer Science -
Amity UniversityComputer Science And Engineering
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Pathways World SchoolInternational Baccalaureate Diploma Programme (Ibdp)
Frequently Asked Questions about Ashwin Gupta
What company does Ashwin Gupta work for?
Ashwin Gupta works for Instadeep
What is Ashwin Gupta's role at the current company?
Ashwin Gupta's current role is Data Scientist @ InstaDeep | MS CS at USC.
What schools did Ashwin Gupta attend?
Ashwin Gupta attended University Of Southern California, Amity University, Pathways World School.
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