Moulesh Manikandan
Boulder,WY
Summary
Dedicated and adaptable AI practitioner with a knack for rapid learning and a relentless work ethic. Expert in crafting and deploying machine learning models, data analysis, and visualization. Proven success in boosting accuracy and efficiency across diverse projects. Exceptional communicator and team player, with hands-on experience in hackathons and case studies, consistently delivering top-tier results and strategic insights. Passionate about driving organizational success through cutting-edge, data-driven solutions.
Overview
2
2
years of professional experience
1
1
Certification
Work History
Ind and Func AI Decision Science Associate
Accenture Strategy & Consulting
Bengaluru, KA
08.2022 - 05.2024
- Played a vital role in a demand sensing project within the supply chain domain, delivering end-to-end ML solutions for accurate future demand forecasting
- Made significant contributions on building a robust ML solution resulting in remarkable 40% increase in accuracy for forecasting product demand, impacting $350M in annual revenue
- Leveraged Orchestration tools like airflow for automation, Github for version control, Oracle SQL for data extraction and Pycaret module for feature engineering, and timeseries modeling
- Developed and automated a custom reporting framework using Tableau to present forecast signals and historical quarterly performance to stakeholders, reducing manual effort by approximately 50%
- Developed a segmentation model using RFM analysis and leveraged tableau to extract actionable insights on customer behavior. the initiative attracted attention from top management, highlighting innovative methods for enhancing customer retention strategies.
Data Science Associate Intern
Accenture Strategy & Consulting
Bengaluru, KA
05.2022 - 07.2022
- Collaborated in an applied training program to design a robust churn prediction model for a telecom firm, utilizing advanced machine learning techniques
- Engineered around 200 features and identified the top 3 factors influencing churn rates
- Conducted extensive hyper-parameter tuning and model testing, achieving a top 3 ranking for low error rates on test data
- Presented findings and strategic recommendations resulting in excellent feedback from the respective panel
Business Analyst Intern
Bridgei2i Analytics Ltd (Acquired by Accenture)
Bengaluru, KA
01.2022 - 04.2022
- Conducted a case study on auto insurance fraud detection, identifying trends in reported claims and analyzing key factors influencing fraudulent activities
- Primarily worked on data cleaning with Excel and Python-based visualization, uncovering critical insights and proposing actionable strategies to prevent fraudulence.
- Mapped high-dimensional data into low dimensional space using stochastic embeddings to distinguish and understand the classification boundaries of the target variable (fraudulent vs. non-fraudulent claims)
Education
Master of Science in Business Analytics -
University of Colorado Boulder
Boulder, CO05.2025
Master of Science in Applied Statistics & Data analytics -
Amrita University, College of Arts and Science
Coimbatore, TN05.2022
Bachelor of Science in Mathematics -
Sri Krishna College of arts and science
Coimbatore, TN05.2020
Skills
- Programming Languages: Python, R, SQL
- Machine Learning & Deep Learning
- Time-Series Forecasting
- Cloud Computing: AWS (S3, SageMaker, Redshift, Glue, Athena, Lambda, IAM)
- Tools: Tableau, Apache Airflow, Microsoft Excel
- Libraries: Pandas, NumPy, Scikit-learn, PyCaret, TensorFlow
Accomplishments
- Received "Wizard at work" FY23 Star Award by Accenture · Aug 2023 for the exceptional project contribution
- Awarded University Silver Medal Issued by Amrita Vishwa Vidyapeetham · Nov 2022 for the Master of Science in applied statistics and data analytics 2020-2022.
- Recognized as Batch Topper in the AI hub internship Program exclusively organized by accenture for a batch of 53 intern employees.
Certification
- Udacity Nanodegree Data Engineering with AWS issued on Sep 2024
- AWS Certified Cloud Practitioner issued on April 2023
- Applied Machine learning Certificate issued by Applied roots on Nov 2022
- SQL Certification by Hackerrank issued on Jan 2022
- Google Analytics for beginners Certification issued on July 2021
Project Experience
Tweet Sentiment ML Prediction:
- Developed a sentiment classification model to analyze Twitter data, categorizing tweets as Negative, Neutral, or Positive.
- Processed and cleaned a large dataset, addressing duplicates, missing values, and text cleaning.
- Implemented and compared multiple models (Logistic Regression, Decision Trees, Naive Bayes, Random Forest, XGBoost), achieving F1 scores up to 88%.
Image Captioning System:
- Developed an advanced Image Captioning System using a hybrid CNN-RNN model in Keras.
- Integrated CNN for feature extraction and RNN for generating descriptive captions, evaluated with BLEU score.
- Designed a Streamlit interface for real-time image uploads and captioning, deployed on Streamlit Cloud.
AWS Sparkify ETL Project:
- Developed an ETL pipeline using AWS technologies to transform raw event data for the Sparkify music streaming app.
- Created a star schema with one fact table and four dimension tables for efficient querying and analysis.
- Automated data extraction, transformation, and loading processes, establishing a scalable data infrastructure.
AWS Data Lakehouse for STEDI Human Balance Analytics:
- Built an AWS-based data lakehouse to manage, sanitize, and analyze data from STEDI Step Trainers and their mobile app.
- Developed Glue tables and ETL jobs for data transformation and sanitization, ensuring data privacy and integrity.
- Automated IAM role and policy creation, configured AWS Glue, EC2, CloudWatch, and VPC for secure data processing.
Timeline
Ind and Func AI Decision Science Associate
Accenture Strategy & Consulting
08.2022 - 05.2024
Data Science Associate Intern
Accenture Strategy & Consulting
05.2022 - 07.2022
Business Analyst Intern
Bridgei2i Analytics Ltd (Acquired by Accenture)
01.2022 - 04.2022
Master of Science in Business Analytics -
University of Colorado Boulder
Master of Science in Applied Statistics & Data analytics -
Amrita University, College of Arts and Science
Bachelor of Science in Mathematics -
Sri Krishna College of arts and science
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