Prakul Sharma
Profile

Experienced Data Scientist with over four years of experience in data analytics and AI solutions. Skilled in using machine learning to turn complex data into clear, actionable insights. Proven ability to build scalable AI systems and lead data-focused projects. Currently driving innovation at PDF Solutions.

Work Experience

Data Scientist

PDF Solutions

Jan 2025 - Present

Vancouver, Canada

Graduate Research Assistant

University of British Columbia

Dec 2023 - Dec 2024

Vancouver, Canada

Data Scientist

SymphonyAI Industrial

Oct 2021 - Jul 2023

Bengaluru, India

DevOps/Software Engineer

Infosys

Nov 2020 - Oct 2021

Bengaluru, India

Projects See All
Project 1

Quantitative Topic Modeling

Topic modeling using LDA, BERTopic and TopicGPT on 10-K reports for stock analysis.

Project 2

TextDetox

Applies text detoxification for 9 languages using NLLB-200, BART, Flan-T5, and TinyLlama with finetuning.

Project 3

ARCOT

Annotated 400 tasks for logical reasoning, enhancing LLM problem-solving with chain-of-thought prompting.

Project 4

MedSol

Checks for potentially dangerous drug interactions present in medicines under prescription.

Education

Master of Data Science (Computational Linguistics)

The University of British Columbia

Sep 2023 - Jun 2024

Vancouver, Canada

GPA: 4.0/4.0

Bachelor of Technology (Information Technology)

Guru Gobind Singh Indraprastha University

Aug 2016 - Jul 2020

Delhi, India

GPA: 8.9/10.0

Skills
Classification
Regression
Reinforcement Learning
Clustering
Boosting
Bagging
Neural Networks
Transformers
Autoencoders
CNNs
RNNs
LSTM
GANs
GNNs
Computer Vision
GPT
BERT
spaCy
NLTK
LLM
LangChain
RAG
Hugging Face
GenAI
EDA
Statistical Analysis
Power BI
Tableau
Data Modeling
Predictive Modeling
Docker
CI/CD
FastAPI
RESTful APIs
Git
Jenkins
Kubernetes
Agile
SQL
PostgreSQL
MySQL
SQL Server
NoSQL
MongoDB
Hadoop
Spark
Azure
AWS
GCP
Python
R
Java
C++
Scala
Collaboration
Adaptability
Problem-solving
Critical-thinking
Communication skills
Analytical
Leadership

Machine Learning Deep Learning NLP / NLG Data Science Development Database / Big Data Programming Traits