About
I am a Data Scientist currently engaged in the FMCG domain, where my responsibilities encompass Model Buidling, Data Analysis, and the creation of Data Dashboards and pipelines
Data Scientist
- Website: pranjal-soni.github.io
- Phone: +91 9461294122
- City: Jaipur, India
- Degree: Masters, Computer Science
- Email: pranjal98soni@gmail.com
- Freelance: Available
A data science professional with 3+ years of experience building high-impact solutions. I leverage my expertise in precise modeling, efficient data pipelines, and impactful dashboards to transform raw data into actionable insights that drive business growth. My fluency in statistical analysis, machine learning, and data visualization allows me to tailor solutions to your specific needs, from predicting trends to optimizing processes. I'm passionate about collaborating with forward-thinking organizations who value data-driven decision making and seek to unlock the power of their data. Let's work together to turn your data into a strategic advantage and propel your business forward.
Skills
As a data scientist, my expertise lies in utilizing essential tools for data science projects. Below are the technical tools in which I excel:
Resume
Throughout my brief yet impactful career, I have successfully addressed diverse problem statements encompassing data analysis, machine/deep learning modeling, and the development of robust data pipelines and dashboards. The following highlights showcase key projects where I played a pivotal role and made significant contributions:
Summary
Pranjal Soni
Data Scientist with 3+ years crafting impactful solutions. Skilled in modeling, data pipelines, and visualization. Passionate about using data to unlock growth and empower businesses.
- Jaipur, India
- (+91) 9461294122
- pranjal98soni@gmail.com
Education
Master of Computer Science
2019 - 2021
Central University Of Rajasthan, Ajmer, Rajastham
Graduated with a Master's in CS, specializing in Big Data Analytics. Equipped with Python, Machine Learning, Computer Vision, NLP, and Databases.
Bachelor of Computer Science
2016 - 2019
Central University Of Rajasthan, Ajmer, Rajastham
Solid foundation in computer science coupled with insights from economics and statistics equips me to tackle complex problems with both technical and analytical prowess.
Professional Experience
Data Scientist, Mate Labs
August 2022 - Present
Bengaluru, India
- Built and implemented an automated demand forecasting engine for FMCG products, streamlining the data science workflow by automating feature generation, data transformation, and model building. Achieved a 33% reduction in runtime, enhancing operational efficiency. Demonstrated a remarkable 20% improvement in forecasting accuracy.
- Engineered a range-based forecasting model utilizing residual bootstrapping techniques to mitigate bias, resulting in enhanced forecast accuracy.
- Contributed to the development of key tools, including a classification engine for seamless model development, training, and testing; an EDA app enabling code-free exploratory data analysis with exportable reports; and a cookie-cutter setup to streamline processes for the data science team.
- Developed multiple Streamlit dashboards to facilitate model delivery to end users, ensuring efficient monitoring and eliminating dependencies on Excel.
- Led data cleaning and exploratory data analysis initiatives, specializing in classical time series models such as ARIMA, SARIMA, and Prophet. Also, proficiently worked with machine learning and deep learning algorithms, including Random Forest, XGBoost, LightGBM, Neural Prophet, and LSTM.
Data Scientist, Dozee
August 2021 – July 2022
Stepping Stone Advertising, New York, NY
- Engaged in the analysis, filtration, and preparation of digital signals, employing diverse statistical methodologies to derive insights and model the signals effectively
- Setup an end-to-end automated architecture for the organization for processing and loading the data into the data warehouse for analytics purposes. Also, set up analytical infrastructure for delivering the analytics using PowerBI.
- Collaborated closely with cross-functional teams, including Data Science, Product, Sales, Finance, and Marketing, to comprehend and address their specific analytics requirements
- Proficiently executed data visualization for time series data utilizing Seaborn and Matplotlib. Demonstrated expertise in utilizing Pandas, Numpy, Bigquery, Linux, Google Console, and Docker for effective data handling and analysis.
Portfolio
Here's a brief overview of my past work:
- All
- Machine Learning Projects
- Blogs
- Kaggle Notebooks
Services
Machine Learning
I'm open for collaborating or building end to end Machine Learning/Deep Learning Models.
Data Pipelines
Automating repeatative data processes i.e. collecting data, data cleaning and storing data.
Data Dashboard
Building PowerBI & Streamlit Dashboards for data visualization and reports automation.