Mansi Gupta

Software Engineer

Bengaluru, Karnataka, India13 yrs 4 mos experience

Key Highlights

  • Expert in Machine Learning and NLP solutions.
  • Passionate about data for low-resource organizations.
  • Research focus on explainability and fairness in ML.
Stackforce AI infers this person is a Machine Learning Engineer with a focus on NLP and social impact.

Contact

Skills

Other Skills

AlgorithmsData StructuresSocial ServicesData MiningSoftware DevelopmentNetwork EngineeringPublic PolicyResearchComputer ScienceLinuxJavaCPythonMySQLMatlab

About

I engineer Machine Learning and NLP solutions to real world problems. I also dabble in research - I am particularly interested in exploring explainability, fairness and biases in ML models. I graduated from a Masters program at Language Technologies Institute at Carnegie Mellon University. My passion lies in unearthing the power of data to be helpful to the low-resource organisations and to the next billion under-served population.

Experience

13 yrs 4 mos
Total Experience
1 yr 11 mos
Average Tenure
1 yr 4 mos
Current Experience

Google deepmind

Software Engineer

Jan 2025Present · 1 yr 4 mos · Bengaluru, Karnataka, India · On-site

Google

2 roles

Software Engineer

May 2023Jan 2025 · 1 yr 8 mos

Software Engineer

Feb 2022May 2023 · 1 yr 3 mos

Twitter

Sr Machine Learning Engineer

Mar 2020Feb 2022 · 1 yr 11 mos

  • Trends and Event Discovery @ Twitter

Petuum, inc.

Machine Learning Engineer II

Mar 2019Mar 2020 · 1 yr · Greater Pittsburgh Area

  • I work on delivering Machine Learning based solutions to extremely challenging problems on real world noisy datasets. Currently I am working on building a semi-supervised neural ranker.

Linkedin

4 roles

Machine Learning Algorithms Intern

May 2018Aug 2018 · 3 mos · Mountain View, United States

  • I worked on a part of Job Recommendation pipeline at LinkedIn. I started the exploration of a new classification technique based on Gaussian Processes and Generalised Linear Mixed Models. A patent for my work is underway.

Applied Research Engineer

Jul 2016Jun 2017 · 11 mos · Bengaluru, Karnataka, India

  • I worked in Spam and Relevance team of LinkedIn for a year as an Applied Research Engineer.
  • →Modeled propensity of users to spread unprofessional content using regression models based on their activity and network structure
  • → Analyzed community structure with respect to spread of low quality content on the user graph
  • → Implemented data sketches to support approximate most frequent item and quantile queries on large online data streams

Software Engineer

Jul 2015Jun 2016 · 11 mos · Bengaluru, Karnataka, India

  • LinkedIn search serves information needs of 400MM+ members. I worked in the Search Team that takes care of LinkedIn, SlideShare and Lynda search.
  • → Worked on entire lifecycle of a search query ­ detecting query intent, entity resolution, indexing, retrieval and personalized ranking
  • → Built end-­to-­end search on LinkedIn Learning and Slideshare corpus including relevance for auto­suggest and search page
  • → Implemented corpus ­specific joint language detection and spell-­correction model based on TF­IDF for queries on Slideshare search
  • → Formulated query rewriting modules to handle complex queries an internal search tool on LinkedIn's codebase
  • → Troubleshooted production issues like load distribution and handling live updates with each node serving hundreds of live queries per second

Software Engineering Intern

Jan 2015Jun 2015 · 5 mos · Bengaluru, Karnataka, India

  • LinkedIn search serves information needs of 350MM+ members. I worked in the Search Team that takes care of LinkedIn and Slideshare search. I Implemented Near Duplicate Detection in articles to weed out plagiarised content on a large corpus of millions of documents.

Access health international

Data Analysis Intern

Jun 2015Jul 2015 · 1 mo

Getplaced()

Co Founder

Sep 2014Jun 2015 · 9 mos

  • getPlaced() is an initiative from a highly motivated team of BITS Pilani and IIT undergraduates to provide a quality service which would assist engineering students, who want to pursue career in Computer Science and IT companies, to get the best out of campus placement process.
  • The workshops consisted of lectures, mock interviews, resume review sessions and online coding tests.
  • We have held Placement camps in BITS Pilani, Goa Campus and BITS Pilani, Hyderabad Campus.

Linkedin

Summer Intern

May 2014Jul 2014 · 2 mos · Bengaluru, Karnataka, India

  • Worked with Infrastructure Engineering and Operations Team. Developed an internal tool called ‘InFlaps’ which captures issues on links present in LinkedIn’s backbone network. It acts as a single interface letting network engineers monitor and process these alerts. Automation achieved by the tool led to the huge reduction of time consumed in manual monitoring.

Funskool india

Software Development Intern

Jun 2013Jul 2013 · 1 mo · Goa, India

  • Developed a full-fledged Inventory Management Software Application for the company.

Computer science association - bits pilani

Senior Coordinator, Alumni Research Talks.

Jan 2013Jan 2015 · 2 yrs · Pilani

  • Coordinated Alumni Research talks for two subsequent years. The Research talks remain an essential part of the learning model in the most premier institutes around the world. Featuring research talks by BITS Pilani graduates currently working on some really hot research topics, the talks are broadcasted 'live' to the Goa and Hyderabad Campuses of BITS Pilani.

Nirmaan organization

Volunteer

May 2011Dec 2013 · 2 yrs 7 mos · Pilani

  • Formalized a Self Help Group of village women and helped them generate a regular income and hence assume financial independence.

Education

Carnegie Mellon University

Master of Computational Data Science — Computer Science

Jan 2017Jan 2018

Birla Institute of Technology and Science, Pilani

Bachelor of Engineering (B.E.) (Hons.) — Computer Science

Jan 2011Jan 2015

St Mary's Convent, Ajmer

Jan 2002Jan 2010

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