Prayushi Faldu

AI Researcher

Delhi, India8 yrs 11 mos experience
Most Likely To SwitchAI Enabled

Key Highlights

  • Expert in Artificial Intelligence and Data Science.
  • Strong background in developing educational technology solutions.
  • Proven track record in data engineering and algorithm development.
Stackforce AI infers this person is a Data Science and Engineering professional with a focus on EdTech and Agritech.

Contact

Skills

Core Skills

Artificial Intelligence (ai)ProgrammingData ScienceData Engineering

Other Skills

AlgorithmsAndroid DevelopmentCC++Data StructuresDatabase Management System (DBMS)DatabasesKafkaLeadershipMatlabMicrosoft OfficesPublic SpeakingPythonSparkTeamwork

Experience

8 yrs 11 mos
Total Experience
1 yr 6 mos
Average Tenure
2 yrs 6 mos
Current Experience

Wadhwani ai

Associate ML Scientist- 2

Dec 2023Present · 2 yrs 6 mos · Delhi, India · Hybrid

  • Agriculture Cohort – Developing "Digital Farmer Diaries" to streamline farm management and improve record-keeping.
  • LLM-Based Evaluation Metrics – Designing human interpretable metrics to effectively evaluate generations using language models.
  • Enhancing RAG QA systems and Exploring Conformal Predictions with RAGs.
Data StructuresArtificial Intelligence (AI)ProgrammingAlgorithms

Indian institute of technology, delhi

Teaching Assistant

Aug 2021Jul 2023 · 1 yr 11 mos

  • COL772: Natural Language Processing (Sem-4 2022-23)
  • COL333/671: Principles of Artificial Intelligence (Sem-3 2022-23)
  • COL362/632: Introduction to Database Management Systems (Sem-2 2021-22)
  • COL333/671: Principles of Artificial Intelligence (Sem-1 2021-22)

Embibe

3 roles

Data Science Engineer

Jun 2020Jul 2021 · 1 yr 1 mo · Bengaluru, Karnataka, India

  • With the Full Time Employment Offer, I continued the previous project of "Question Answer Extraction" and deployment. I was also part of Automated Test Generation team, where our work was centered around tests and parameters associated with it. This included multiple components like - writing algorithm for creating personalized test based on user's strengths and weakness, writing algorithms to compute test parameters like - Test Quality Score ( measure of how similar a test is with actual exams ), Question Discrimination Factor ( measure of how well a question can differentiate between various cohorts of user ), Test Ideal Time Selection for given config parameters.
  • I also got chance to implement the algorithms, perform simulations, building ETL Pipelines and writing production APIs (optimizing the time vertical).
Data StructuresAlgorithmsPythonData Science

Data Science Intern

Jan 2020Jun 2020 · 5 mos · Bengaluru, Karnataka, India

  • This internship was also considered as my final year B.Tech. Industrial Project. Project was mainly "Question Answers Extraction from Academic Text". I got opportunity to complete entire project end-to-end. Starting from building Annotation Evaluators, Book Parsing, Text Cleaning, Designing and Implementing algorithm for Fill In The Blanks selection, Fine tuning SOTA models for improved results and writing backend APIs for deployment.

Data Engineering Intern

Jun 2019Aug 2019 · 2 mos · Bengaluru, Karnataka, India

  • This was my first step into the world of "Data". Internship provided me with various opportunities to contribute into the LIVE projects directly. Here are highlights of few contributions.
  • Developed Alert and Monitoring System over Data Pipelines with following components: Kafka broker, Python consumers, Spark jobs, Elastic search and API’s. Airflow and Prometheus were used as major monitoring tools and Grafana dashboards were built to observe metrics.
  • Automated Kafka topic builder: Automation to build kafka topics with given specifications using a single shell script.
  • API building: Developed a Python APIs for data access tasks.
PythonKafkaSparkData Engineering

Service4startup

Android Developer

Jul 2018Oct 2018 · 3 mos

National creativity aptitude test

Course on Creativity & Innovation

Jul 2018Jul 2018 · 0 mo · Delhi, India

  • TOP-15 students (Undergraduate year-wise) from all over India are selected via a two staged test on aptitude and creativity to attend this residential course at Delhi. It was an amazing course where we got to interact with young minds from all over India. The one week course had various interesting components starting from ice-breaker to group discussions, discovery outings, business pitches, and group presentations. It also included lectures on innovation and start-ups from industry experts. Overall it has been an amazing learning experience.

Bhaskaracharya institute for space applications and geo-informatics

Summer Intern

May 2018Jul 2018 · 2 mos

Training and placment cell, pdpu

Student Placement Co-Ordinator : Technical team

Feb 2018Jun 2020 · 2 yrs 4 mos

Computer society of india, pdpu

General Secretary

Apr 2017Apr 2018 · 1 yr

  • I was one the first few members in the CSI team at PDPU. ICT'20 was the first batch at college from Computer Science background. We were lucky to get chance of laying the foundation of CSI chapter. Series of activities including workshops, guest lectures, competitions and industry connect programs were conducted with CSI team lead by students.

National service scheme

Student Volunteer at PDPU

Jan 2017Jun 2017 · 5 mos

  • Conducted various activities and campaigns as student volunteer with a team of 12-15 volunteers and engineering students from 2016-20 batch at PDPU. Activities included Village Visits and Surveys, Clean Surrounding Campaign, Use Paper Bags Campaign, Quality Education Campaign etc.

Education

Indian Institute of Technology, Delhi

MS(Research) — Artificial Intelligence

Aug 2021Aug 2024

Pandit Deendayal Energy University

Bachelor of Technology - BTech — Information and communication technology

Jan 2016Jan 2020

S.D.C.C.L. Public School (CBSE)

Grade 12th

Apr 2015May 2016

S.D.C.C.L. Public School (CBSE)

Grade 10th

Apr 2013May 2014

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