Manthan Deshpande
Mumbai
Overview
3
3
years of professional experience
Work History
Computational AI/ML Analyst
Accenture
Mumbai
05.2024 - Current
- Developed a Virality Predictor Tool using FastAPI with a GenAI model to forecast content performance and enhance engagement strategies.
- Managed and processed 120+ datasets for the MMM project across multiple markets, including data extraction, preparation, transformation, and pipeline execution to enable downstream analytics and reporting.
- Developed and maintained backend data pipelines for RFM dashboards across multiple countries, adapting data processing to country-specific requirements, and independently developed and implemented the RFM migration script, including migration logic, data preparation, integration and validation.
- Optimized backend Python processing for a web portal, reducing processing time from one month to 1.5 weeks.
- Designed and deployed parallel Python pipelines, ensuring delivery continuity and saving multiple hours during ETL downtime.
Data Science Researcher Intern
Accredian
Mumbai
10.2023 - 03.2024
- Analyzed large datasets to identify trends and patterns in financial data.
- Developed predictive models to enhance decision-making processes for business strategies.
- Created Machine Learning and Artificial Intelligence models to provide case studies for Accrediian students
- Collaborated with cross-functional teams to integrate data solutions into existing workflows.
- Developed automation solutions to streamline internal workflows.
Machine Learning Intern
Sensegrass
07.2023 - 09.2023
- Proposed multi-level deep learning (MLDL) model for crop yield estimation, integrating time-series remote sensing and soil data through RNN and CNN to enhance prediction accuracy.
- Deployed machine learning models on Amazon Web Services, improving accessibility and scalability of solutions.
- Developed machine learning model for crop yield prediction using Python, enhancing predictive capabilities.
Education
Master's - data science and Big Data Analytics (MScDSBDA)
BK Birla College
Mumbai04-2023
Bachelors - Statistics
Kishanchand Chellaram College
Mumbai05-2021
Skills
- Languages: Python, SQL, R, Power BI
- Frameworks: Streamlit, Flask, PyTorch, Pydantic-AI, FastAPI
- Developer Tools: Git, Docker, AWS (SageMaker,DynamoDB), Azure, PySpark
- Libraries: Pandas, NumPy, Scipy, TensorFlow, BERT, Scikit-Learn, Hugging Face
- Techniques : Machine Learning (XGBoost, RandomForest), Generative AI, Time Series, NLP, Statistics
Timeline
Computational AI/ML Analyst
Accenture
05.2024 - Current
Data Science Researcher Intern
Accredian
10.2023 - 03.2024
Machine Learning Intern
Sensegrass
07.2023 - 09.2023
Master's - data science and Big Data Analytics (MScDSBDA)
BK Birla College
Bachelors - Statistics
Kishanchand Chellaram College