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Megha Sinha

@user.2599102

Senior Data Scientist at Whiz.ai

Pune, India

https://medium.com/@megha24asma

Whiz.aiNational Institute of Technology, Jamshedpur

Senior Data Scientist with 4.5 years of experience, passionate about innovation and eager to contribute to cutting-edge projects in the field of artificial intelligence. Megha Sinha specializes in Natural Language Processing and Natural Language Generation, having led end-to-end execution of large-scale text mining projects and developed advanced NLP solutions including intent detection, semantic search, co-referencing, and LLM-based systems. She holds an MCA from National Institute of Technology, Jamshedpur.

Experience

Senior Data Scientist

Whiz.ai

Full-time•Jan 2021 - Present•Pune, India

Developed binary classifier using BERT, led intent detection models, designed temporal tagger, implemented co-referencing, developed next query prediction system, generated insights using T5-based models, and built smart search systems using Lucene. Used LLaMA 7b, GPT-3.5, and Generative AI for narrative generation.

Solution Engineer

Nokia Networks

Full-time•Jul 2020 - Dec 2020•India

Worked as solution engineer and passed internal certifications including SDL L3. Part of two live projects.

NLP Intern

Whiz.ai

Full-time•Jan 2020 - Jun 2020•India

Developed text classification system to distinguish NLP queries from FAQ inquiries. Applied NLP techniques including Dependency Parsing and Summarization.

Education

National Institute of Technology, Jamshedpur

MCA

Computer Applications

Jan 2017 - Jan 2020

Magadh University

BCA

Computer Applications

Jan 2014 - Jan 2017

Licenses & Certifications

SDL L3

Nokia Networks

• No expiration

Skills

NLP
Machine Learning
Deep Learning
Intent Identification
POS Tagging
NER
Sentiment Analysis
BERT
T5
Flan-T5
LLaMA 7b
Mistral
GPT-3.5
NLTK
Pandas
NumPy
Scikit-learn
Transformers
StanfordNLP
Python
TensorFlow
PostgreSQL
AWS
Docker
Lucene
UIMA
NLG
Linear Regression
Logistic Regression
Random Forest
Decision Tree
ANN
RNN
LSTM
RASA