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Prasenjeet Roy

@prasenjeetroy

SR. DATA SCIENTIST (RESEARCH ENGINEER) at Quantiphi

Bangalore, Karnataka

https://github.com/JeetRoy97

QuantiphiIIT JODHPUR

6 years of experience in the NLP domain, with 3 years of industrial experience and 3 years of academic experience in IIT. I am working on ML, DL, and NLP projects while creating cutting‑edge, state‑of‑the‑art Deep Learning models to deliver insights and implement action‑oriented solutions to complex business problems.

Experience

SR. DATA SCIENTIST (RESEARCH ENGINEER)

Quantiphi

Dec 2023 - PresentBangalore, Karnataka

Developed a SQL code generator using flow‑engineering pipeline (Code LLM) that increased performance gain of 5% for client project. Generation of SQL query using Knowledge Graphs integration with LLMs.

SR. DATA SCIENTIST

Allstate India Private Limited

Aug 2022 - Dec 2023Bangalore, Karnataka

Researching and innovating through data exploration by employing ML algorithms and Deep Learning Models for real life use cases‑ sequence classification, text segmentation and medical summarization etc.

NLP RESEARCH INTERN

TCS Innovation Labs

May 2022 - Jul 2022Delhi

Worked on dialog and meeting summarization. Developed a topic‑based abstractive summarization method on DiaglogSum dataset and achieved best ROUGE score in INLG GenChal.

TEACHING ASSISTANT

Indian Institute of Technology Jodhpur

Jul 2019 - Jul 2022Jodhpur, Rajasthan

Research Scholar and TA for DL, ML and NLP course in IITJ.

SOFTWARE DEVELOPER

Flandez Software Solutions

Jun 2018 - Jun 2019Jamshedpur, Jharkand

Worked on customer reviews for extracting their sentiments on Dine‑in restaurants.

Education

IIT JODHPUR

M.tech (Full time) - PhD(Part-time)

Jan 2019 - Present

GHRCE, NAGPUR

B.E.

Computer Science and Engineering

May 2018Grade: 9.83 CGPA

Skills

Prompt Engineering
Fine Tuning
LangChain
RAG
Semantic Kernel
LLM Optimization
Gradio
NLTK
SpaCy
Gensim
HuggingFace
Pandas
Dialogue Summarization
Question Answering
Sentiment Analysis
Document Classification
Information Retrieval
LSTM
Transformers
BERT
PEGASUS
T5
SVM
Logistic Regression
Decision Trees
Adaboost
Neural Network
KMeans
Elbow Method
Silhouette
DBScan
PCA
LDA
Azure
AWS
Kubeflow
MLFlow
Pytorch
Keras
Tensorflow
SQL
Python
Scikit-learn
Numpy
Scipy
MatplotLib
Seaborn