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Gul Bansal

@gul.bansal

Data Science Consultant at Palo Alto Strategy Group

Mohali, Punjab, India

Palo Alto Strategy GroupPlaksha University

Gul Bansal is a Data Science Consultant at Palo Alto Strategy Group and a Research Intern at Plaksha University's HTI Lab, with a PGD in AI, ML and Leadership from Plaksha University and a B.Tech in Computer Science from ABES Engineering College. She has approximately 4 years of experience spanning data science, software engineering, and AI, and was a Winner of Smart India Hackathon 2020. Her expertise covers LLMs, RAG, computer vision, Python, AWS, and data engineering tools including Snowflake and DBT.

Experience

Data Science Consultant

Palo Alto Strategy Group

Freelance•Apr 2024 - Present

Automating due diligence report generation for venture capital and private equity firms using LLMs (OpenAI, Mistral, LLaMA, Claude), targeting 70% reduction in manual workload. Fine-tuned classification model achieving 32% improvement in section-wise summarization. Developing RAG-based chatbot for client inquiries.

Research Intern

HTI Lab, Plaksha University

Part-time•Mar 2024 - Present•Mohali, Punjab

Working on novel approach for monitoring emotions and cognitive well-being through human emotion detection and brain EEG signals analysis in Human Technology Interaction Lab.

Senior Engineer

Accolite

Full-time•May 2022 - Aug 2023

Deployed MuleSoft API integration for 80+ American Auto Retail stores. Leveraged AWS DynamoDB, Scala, and MuleSoft APIs to integrate with 10+ data sources. Resolved 95% of live store production issues.

Software Engineer Intern

Accolite

Part-time•Aug 2021 - May 2022

Maximized data operations for a marketing firm working with 200+ brands, leveraging Snowflake, Fivetran and DBT. Engineered integration of Google Ads, Facebook Ads, Bing Ads data, boosting accessibility by 32%.

Education

Plaksha University

Tech Leaders Fellowship - PGD in AI, ML and Leadership

AI, ML and Leadership

Jan 2023 - Jan 2024•Grade: 8.73/10.0

ABES Engineering College

Bachelor of Technology

Computer Science Engineering

Jan 2018 - Jan 2022•Grade: 8.6/10.0

Meerut Public Girls' School

Class 12 (CBSE)

Jan 2018•Grade: 92%

Licenses & Certifications

Data Science Associate

DataCamp

• No expiration

ML for Product Managers

Duke University

• No expiration

Skills

Python
Pandas
NumPy
Matplotlib
Scikit-Learn
TensorFlow
SciPy
SQL
AWS
ANN
CNN
RNN
Snowflake
Fivetran
GitHub
BitBucket
NLP
Computer Vision
Tableau
Transformers
LLMs
Fine Tuning
Prompt Engineering
Streamlit
AWS Bedrock
Agile
JIRA
MuleSoft
Scala
DynamoDB
DBT