shikha singhal

AI Researcher

Bengaluru, Karnataka, India11 yrs 3 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

8.5 years of experience in Data Science and AI.
Gold Medalist in Master of Technology in Computer Science.
Published research in IEEE and other conferences.

Stackforce AI infers this person is a Data Science and AI expert with a focus on NLP and Generative AI.

Contact

Skills

Core Skills

Generative AiNatural Language Processing

Other Skills

J2EE (JSP)MySQLHTML5CSSJavaScriptMachine LearningJavaDeep learningArtificial IntelligenceHTMLJSPInformation RetrievalMicrosoft OfficeMicrosoft ExcelMicrosoft Word

About

Experienced data science professional with 8.5 years of core experience in Consulting, Research & Development in GEN AI,LLM, Multilingual NLP, ML & Text Mining Analytics. Post Graduate Specialization in Data Science, Natural Language Processing & Text Mining Worked as a Lead for multiple end to end implementation projects for NLP/AI/ML/Text Mining. Gold Medalist in Master of Technology in Computer Science. Experience in analyzing complex business problems and converting it to data science algorithms through statistical models. Hands on experience in java and python. Ability to identify and solutionize various Business use-cases in different domain and utilize opens source analytical tools to build system, generate actionable insights and convert these into business strategies that could drive revenues or improve customer satisfaction for the company. - Research Paper published in IEEE, ICBAI, ECNLPIR and Fronteirs - Self-Motivated with strong analytical and interpersonal skills.

Experience

11 yrs 3 mos

Total Experience

1 yr 10 mos

Average Tenure

2 yrs 8 mos

Current Experience

Servicenow

Senior Applied Research scientist

Oct 2023 – Present · 2 yrs 8 mos · Hyderabad, Telangana, India · Remote

Oracle

Senior Applied Scientist

Jul 2022 – Sep 2023 · 1 yr 2 mos

Generative AI

Merck group

Data Scientist

Jul 2019 – Jul 2022 · 3 yrs · Bengaluru Area, India

Genpact

Data Scientist

Mar 2016 – Jul 2019 · 3 yrs 4 mos · Bengaluru Area, India

Cdac pune

Internship

Jul 2015 – Mar 2016 · 8 mos · Pune

Worked on natural language processing project
Image & Textual Analysis Using Deep Leaning :
Description: Image and Textual analysis is a Natural Language Processing based research project which is working on two languages (Hindi & English) . Deep Learning approach is used in implementation to improve the result accuracy. There are five modules in this project:
1) Text Extraction: Content is extracted from web pages and any type of file.
2) Text Summarization: In this module, shorter version is created while still preserving the important content of original text.
3) Word Embedding: This module groups the semantic similar words in vector space and creates word cluster based on their categories.
4) Sentiment Analysis: Classifying the polarity of a given text whether the expressed opinion in a document, sentence is positive, negative, or neutral.
5) Optical Character Recognition: Extracting text from handwritten document or digital document and store it in electronic format.
Technologies Used J2EE (JSP) & My SQL, HTML5, CSS, Java Script
Tools Used: JDK 1.7, Net beans, Dreamweaver