Lalith M
Chennai
Summary
Results-driven analyst with 5+ years of experience creating analytics solutions and products for diverse industries such as Aftermarket, HRM, OEM, and Construction. Applies cross-domain expertise, advanced analytics, and solution design skills to empower businesses in making informed strategic decisions.
Overview
5
5
years of professional experience
1
1
Certification
Work History
SENIOR DATA SCIENTIST
ZF CVCS INDIA PVT LTD
03.2022 - Current
- Deployed an Object Detection algorithm within the ZF Warehouse to identify palette space occupancy percentages for stocking products, resulting in a 50% reduction in unnecessary palette traffic
- Been a GenAI Lead for ZF IT HelpBot and Benchmark & Best Practices at ZF Factories
- Architected, developed, and deployed the RAG framework at the backend, and engineered prompts for the GPT 3.5 8K model, making it the core component of HelpBot
- Designed and developed Chat.ZF, an internal AI tool like Copilot, for ZF
- This tool enhances productivity by answering questions from uploaded files (supporting both single and multiple file uploads), summarizing content extracting relevant information and write Emails for employees
- Developed a forecasting model to analyze ZF India's aftermarket order trends and delivered insights via a dashboard, aiding the business in planning material resources for the manufacturing unit
- Developed and deployed an end-to-end Computer Vision Toolbox at a ZF facility to ensure product quality, optimize production cycle times, and enhance traceability
- Developed a recommendation algorithm for Aftermarket Sales to identify inactive customers and analyze purchase decay, helps the sales team in planning marketing strategies and creating customized pricing plans.
ANALYST
LARSEN & TOUBRO ECC LTD
06.2019 - 03.2022
- Keep Monitored logistics and updated inventory, collaborating with vendors and suppliers to ensure all operations met quality and safety standards
- Evaluated and reported on KPIs
- Do interaction with clients and transform their needs and complaints into business Goals
- Collaborate with internal departments to create plans for business growth
- Created supply chain strategy, analyzed structured data from ERP and B2B integration tools regarding shipping and delivering processes to find bottlenecks and shortfalls
- Developed an HR Budget Simulator to optimize recruitment strategies by identifying ideal hiring times, cost-effective countries, and helps in annual budget preparation.
Education
PG CERTIFICTION IN PROCESS OPTIMIATION -
PSG COLLEGE OF ENGINEERING
COIMBATORE05.2019
MECHANICAL ENGINEERING -
ADIYAMAAN COLLEGE OF ENGINEERING
HOSUR04.2017
Skills
- Python, SQL, C#
- Azure Cloud
- Docker
- Kubernetes
- PowerBI
- Databricks
- Linear / Logistic Regression
- Random Forrest / XGBoost
- KNN
- SVM
- K-Nearest
- Time Series
- Supervised & Unsupervised Machine Learning
Personal Information
Title: Senior Data Scientist
Websites
Blogposts
- Introduction to Machine Learning - Classification and Regression Task
- Introduction to Similarity Metrics - Euclidean & Manhattan Distance, Single and Complete Linkage.
Certification
- Deep Learning Specialization by Andrew Ng, Coursera, Neural Network - Deep Learning, Convolutional Neural Network, Sequential Network Models
- Six Sigma Green Belt in Indian Statistical Institute, Bengaluru, Multivariate Analysis, Cause and Effect Matrix, Failure Mode Effect Analysis, ANOVA
- Certification Program in Data Science - Supervised & Unsupervised Machine Learning, Applied Mathematics
Activities
- Cooking
- Badminton
- Coding
Timeline
SENIOR DATA SCIENTIST
ZF CVCS INDIA PVT LTD
03.2022 - Current
ANALYST
LARSEN & TOUBRO ECC LTD
06.2019 - 03.2022
PG CERTIFICTION IN PROCESS OPTIMIATION -
PSG COLLEGE OF ENGINEERING
MECHANICAL ENGINEERING -
ADIYAMAAN COLLEGE OF ENGINEERING
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