# Advika Srivastava > Software Engineer at Meta Location: United States, United States Profile: https://flows.cv/advika ## Work Experience ### Software Engineer @ Meta Jan 2024 – Present | New York City Metropolitan Area ### Software Engineer Intern @ DealShare Jan 2023 – Jan 2023 Princeton Startup Immersion Program • Built a semantic search tool using NLP for Indian languages with CTR of 23% and expected to serve ~400,000 queries/day • Increased recall of search by ~10 times using a multilingual Sentence Transformer model and fine-tuning it on a custom dataset, which I created by analysing customer search queries and their interactions with items using SQL • Developed Hindi audio summarization, topic modeling, and keyword extraction systems using LLMs, Term Frequency method, and LDA that automate categorization of customer calls and reduce call analysis time by ~75% • Built a code commenting tool using GPT-3.5 API for the software teams to improve cross-team code reusability ### Co Director @ Tigers in Product Jan 2022 – Jan 2023 | Princeton, New Jersey, United States Tigers in Product is the product/ product management subteam of the Princeton Entrepreneurship Club, with the goal to create product-minded thinkers and leaders on Princeton’s campus. - Collaborated with potential speakers to design and organize product-themed workshops, expanding networking opportunities and knowledge-sharing within the community. - Managed the internship cycle, conducting regular meetings to ensure a positive experience for interns and facilitating communication between interns and companies when needed. - Organized a successful hands-on workshop on Product Management with Mr. Austin Mejia and an Intro to VCs session with Contrary, attracting over 300 participants. - Recruited and effectively led a team of 20+ students, fostering a collaborative and productive environment. - Oversaw and managed operations, marketing, and outreach teams to drive the club's initiatives and maximise impact. ### ML and Quantitative Research Intern @ Princeton University Jan 2022 – Jan 2022 | Princeton, New Jersey, United States • Conducted in-depth analysis of data pertaining to women's academic drop-out rates, aiming to identify underlying reasons and patterns. • Employed Python to develop predictive models using a range of techniques, including linear regressions, support vector machines (SVMs), and neural networks. ### Machine Learning Intern @ Evtek Jan 2022 – Jan 2022 • Performed image processing and built a similarity CNN for recyclables with 98% accuracy using OpenCV and Keras • Built a business-critical recycling classifier that automates recyclable classification by using k-nearest neighbors and calculating image embeddings using specific layers of the trained similarity CNN, with 96% accuracy • Refined dataset robustness by identifying classes with limited images through unlabelled image classification ### Undergraduate Course Assistant @ University: Princeton University Computer Science Jan 2021 – Jan 2022 | Princeton, New Jersey, United States • Assisted in the evaluation and support of students in the Intro to Programming course (Spring '21 & Fall '22) and the "Algorithms and Data Structures" course (Spring '22) at Princeton University. • Graded and meticulously debugged approximately 5 programming projects on a weekly basis, ensuring accurate assessment and constructive feedback for student assignments. • Offered valuable feedback to students, focusing on enhancing their programming style, optimizing their choice of data structures and algorithms, and conducting timing and memory analysis. • Collaborated with the course instructors, by providing insights on student performance and improvement areas. • Contributed to maintaining a positive and inclusive learning environment, fostering effective communication and supporting student growth in their programming skills. ### Co-Founder @ High School 1-on-1 Jan 2020 – Jan 2022 High School 1-on-1 is a company with the goal of increasing access to information about education options to Indian students, and guiding them in their high school journeys (whether for academics, applying to colleges, informing them about scholarship options at different countries, etc.) ### Software Engineer Intern @ Renaissance Entrepreneurship Center Jan 2021 – Jan 2021 • Spearheaded a team of interns to lead the production data validation process for software testing, utilizing SQL to ensure data accuracy and integrity. • Collaborated closely with the product manager to identify and address client needs. Developed an application using Python, Facebook Marketing API, and Google BigQuery API to streamline the processing and loading of Facebook marketing performance data onto the Google Cloud platform. • Successfully eliminated the need for a third-party data connector, resulting in a cost reduction of $20,000 per year for small businesses. •Collaborated with several developers in an Agile software development team ### Fashion Tech Intern @ Your Own Creativity Jan 2021 – Jan 2021 • Assissted CEO on augmented reality restaurant project that entailed creating an augmented-reality based, interactive menu - developed materials using Canva and used the augmented reality software, Livshows • Used 3d modeling software Clo3D to develop new digital fashion offerings for the YOC's website • Wrote content for CIAFE (the Council for African Fashion Education) and YOC blogs and social media accounts. Some articles I worked on-: https://www.ciafe.org/post/sustainable-african-fashion-companies-to-keep-an-eye-out-for-2021 https://www.ciafe.org/post/why-we-need-to-shift-attention-to-african-fashion-education ## Education ### Bachelor's degree in Computer Science Princeton University ### IBDP Pathways School Noida ### IBMYP International School of Geneva ## Contact & Social - LinkedIn: https://linkedin.com/in/advika-srivastava-a4aa81187 --- Source: https://flows.cv/advika JSON Resume: https://flows.cv/advika/resume.json Last updated: 2026-04-05