Prakul Sharma
Profile

Experienced Data Scientist with three years in advanced data analytics and AI-driven solutions. Applied machine learning to transform complex data into strategic insights and developed scalable AI/ML systems to lead data-centric initiatives. Currently, seeking opportunities!

Work Experience

Graduate Research Assistant

University of British Columbia

Dec 2023 - Present

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

This project carries out topic modeling using LDA, BERTopic and TopicGPT on 10-K reports for stock analysis.

Project 2

TextDetox

This project carries out text detoxification for 9 languages using NLLB-200, BART, Flan-T5, and TinyLlama.

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: 9.24/10

Bachelor of Technology (Information Technology)

Guru Gobind Singh Indraprastha University

Aug 2016 - Jul 2020

Delhi, India

GPA: 8.91/10

Skills
Classification
Regression
Reinforcement Learning
Survival Analysis
Ensemble Models
Pandas
NumPy
scikit-learn
PyTorch
TensorFlow
Keras
Clustering
Boosting
Bagging
Neural Networks
Transformers
Autoencoders
CNNs
RNNs
LSTM
GANs
GNNs
Computer Vision
GPT
BERT
spaCy
NLTK
Gensim
Large Language Models (LLMs)
LangChain
RAG
Hugging Face
GenAI
EDA
Statistical Analysis
Experimental Design
Power BI
Tableau
Data Mining
Data Wrangling
Data Cleaning
Data Modeling
Predictive Modeling
Model Evaluation
Software Life Cycle
Docker
CI/CD
FastAPI
Jenkins
Kubernetes
Agile
RESTful APIs
JIRA
Trello
Git
ETL
SQL
PostgreSQL
MySQL
SQL Server
NoSQL
MongoDB
Spark
Snowflake
Azure
AWS
GCP
Python
R
Java
Hadoop
C++
Collaboration
Adaptability
Problem-solving
Criticak-thinking
Communication skills
Analytical
Leadership
Curiosity

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