Summary
Overview
Work History
Education
Skills
Timeline
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Anshika Sinha

Anshika Sinha

Bengaluru

Summary

AI /ML Computational Sciences Senior Analyst, passionate about delivering quality and service. Offering 3.5+ years of experience in industry with history of recognition for performance in field of machine learning, deep learning , NLP and Generative AI.

Overview

5
5
years of professional experience

Work History

AI/ML Computational Sciences Senior Analyst

Accenture
03.2024 - Current
  • Novartis GAIN Project: Sci-Search Indexation using Bytewax: Executing for Sci-Search indexation pipeline using Azure AI index and improving execution time using Bytewax.
  • Worked to generate insights(charts/ visualizations) on given user query for CSV files using PandasAI library. The charts are generated using user prompts given to Pandas AI usingI Azure OpenAI model gpt_4_32k model and deployed as a celery app using Django API.
  • Created an Agentic RAG which performs the Question Answering task and Summarization task.
  • Created Django APIs for Fonto XML Editor.

Member of Technical Staff

NEC Corporation India Pvt. Ltd.
10.2021 - 03.2024
  • ISee Project (May 2023-Current): Using large language models (LLMs) and prompt engineering to extract keywords from SAP data
  • Also working on automatic prompt engineer to automate the process of prompt generation.

Member of Technical Staff

NEC Corporation India Pvt. Ltd.
10.2021 - 03.2024
  • KBLRN Enhancements (January 2022-April 2023): Added a new negative sampling algorithm in KBLRN (a framework to extract information using latent, relational and numerical features of a knowledge graph to improve the results for current experts
  • Investigated KBLRN on unbalanced graph datasets and techniques to improve model results
  • Added a new expert to existing KBLRN framework.

Member of Technical Staff

NEC Corporation India Pvt. Ltd.
10.2021 - 03.2024
  • Python Annotations and custom checkers development (August 2021-January 2022): Developed custom python checkers.

Graduate Engineer Trainee

NEC Corporation India Pvt. Ltd.
11.2020 - 09.2021
  • Python Annotations and custom checkers development (August 2021-January 2022): Annotated python scripts.

Graduate Engineer Trainee

NEC Corporation India Pvt. Ltd.
11.2020 - 09.2021
  • Invoice Tool Management System (April 2021 - July 2022): Vendor management and results verification.

Graduate Engineer Trainee

NEC Corporation India Pvt. Ltd.
11.2020 - 09.2021
  • Graph Visualization (January 2021 - March 2021): Python API development using flask and Neo4j database.

Trainee

NEC Corporation India Pvt Ltd
01.2020 - 10.2020
  • Text Information Extraction (June 2020-December 2020): Extracting triples (subject, object and verb) from Japanese text by using preprocessing and extraction rules through SpaCy framework.

Trainee

NEC Corporation India Pvt Ltd
01.2020 - 10.2020
  • Rule Mining Engine (January 2020-March 2020): Developed module/function for rule mining engine for extraction rules from graph dataset in C++.

Education

Bachelor of Technology - Information Technology

ABES Engineering College (AKTU)
Ghaziabad, UP
01.2020

12th - Physics, Chemistry, Maths

Little Flower School (ISC)
Gorakhpur, UP
01.2015

10th - Science and Computer Applications

Little Flower School(ICSE)
Gorakhpur, UP
01.2013

Skills

  • Python
  • Machine Learning & Deep Learning
  • Natural Language Processing(LLM, Generative AI, Prompt Engineering, Transformers, Azure AI services)
  • Numpy and Pandas
  • Scikit learn
  • Knowledge Graphs
  • Tensorflow
  • Pytorch
  • Django

Timeline

AI/ML Computational Sciences Senior Analyst

Accenture
03.2024 - Current

Member of Technical Staff

NEC Corporation India Pvt. Ltd.
10.2021 - 03.2024

Member of Technical Staff

NEC Corporation India Pvt. Ltd.
10.2021 - 03.2024

Member of Technical Staff

NEC Corporation India Pvt. Ltd.
10.2021 - 03.2024

Graduate Engineer Trainee

NEC Corporation India Pvt. Ltd.
11.2020 - 09.2021

Graduate Engineer Trainee

NEC Corporation India Pvt. Ltd.
11.2020 - 09.2021

Graduate Engineer Trainee

NEC Corporation India Pvt. Ltd.
11.2020 - 09.2021

Trainee

NEC Corporation India Pvt Ltd
01.2020 - 10.2020

Trainee

NEC Corporation India Pvt Ltd
01.2020 - 10.2020

Bachelor of Technology - Information Technology

ABES Engineering College (AKTU)

12th - Physics, Chemistry, Maths

Little Flower School (ISC)

10th - Science and Computer Applications

Little Flower School(ICSE)

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Anshika Sinha