Jithin Prakash K
Verified Expert in Engineering
Data Scientist and Software Developer
Jithin是机器学习和人工智能方面的数据科学爱好者，精通Python, ML algorithms, Pandas, NumPy, data visualization, Matplotlib, and Seaborn. He is an advanced manufacturing engineer with extensive experience in aerospace, heavy engineering, and engineering support services. His expertise spans project management, production process planning, process improvement, statistical process control, and resource management.
Portfolio
Experience
Availability
Preferred Environment
Matplotlib, Data Visualization, Data Analysis, Machine Learning, Exploratory Data Analysis, Data Science, Python 3, Jupyter Notebook, Heatmaps
The most amazing...
...我曾经为一家制造公司做过一个节省成本的项目，这家公司因统计过程控制和精益生产而获得了中小企业奖.
Work Experience
Lead Data Scientist
- 使用data Studio仪表板和BigQuery分析亚太地区多个组件制造商站点的数据质量指标.
- 在讨论和头脑风暴中与供应商合作，及时获得高质量的数据，以便更好地分析基于数据的决策.
- Connected and managed the tasks with all cross-functional stakeholders, including but not limited to test engineers, software engineers, program managers, product managers, etc.
- Onboarded new vendors and partners into the Google ecosystem, 使涉众了解数据标准化过程，并使用高级SQL和Looker确保数据质量.
- Handled and wrangled the data center component manufacturing, test, symptom, debug, rework, indictment, and traceability data.
- 研究和开发数据自动化技术，使用data Plex在所有基于apac的供应商的测试数据中自动化数据质量规则.
Product Analysist | Data Scientist
HelloFresh
- 作为供应链管理技术的产品分析师，处理产品调度和物流配置.
- 跟踪指令数据，分析交货时间和延迟效率.
- Worked with stakeholders in identifying the KPIs and aligning the objectives, key actions, and results.
- 参与需求塑造任务，以评估履行中心在生产能力方面的效率，以实现流程自动化.
BI Analyst
Health IQ - Engineering
- 与一家快速发展的健康保险公司的营销和销售团队一起工作，在periscope中使用Amazon Redshift SQL数据库上的高级SQL查询生成仪表板.
- 参与客户细分项目，分析人口统计数据和客户趋势.
- 从事DBT工作，使用Looker创建物化视图并显示数据见解.
Lead Data Scientist
Tata Consultancy Services
- Acted as a BI analyst, building solutions for business problems via simple visualization reports and dashboards. Processed, cleaned, and verified the integrity of data. Created and managed multiple dashboards in PostgreSQL and Looker.
- Identified feature importance for the datasets. Partnered cross-functionally with product managers, marketing and sales directors, core platform engineers, and AI researchers to improve the marketing and sales strategy and processes.
- 担任数据分析师，处理实时制造数据，确保数据在范围内，并提供趋势洞察, patterns, and anomalies. 将这些用于机器学习以提高生产力并推动更好的业务成果.
- 开发了先进的算法，以计算效率和统计有效的方式解决大维度问题. Gained experience in hypothesis testing, machine learning, and retrieval processes on large, unstructured data sets.
- 为部门制造项目和工艺的持续改进提供技术支持. 创建基于数据的仪表板，以使用SQL和Python报告引擎运行状况监控并预测异常和维护情况.
- 利用Python编程对测量系统分析进行探索性数据分析(EDA)和数据自动化. 获得团队管理和技能开发经验，进行敏捷项目规划和项目管理.
- Honed my extensive programming and debugging skills in Python using Pandas, NumPy, Scikit-Learn, SciPy, and TensorFlow. Gained experience in data mining, text mining, and predictive and forecast modeling.
- Worked on machine learning algorithms but not limited to linear regression, logistic regression, clustering using KNN, DBSCAN, decision tree, random forest, gradient boosting, and neural networks using Keras and TensorFlow.
- Awarded the Best Performer 2014-15 and Star of the Month awards. Acquired the Six Sigma Green Belt certification.
Statistical Process Control Engineer
BEML Limited
- Managed 200+ resources as production in charge and managed the resources and inventory.
- 自动文档和报告使用Visual Basic for Applications (VBA)和Python. 开发了一个基于PowerPoint和Visual Basic的工具来记录整个直升机组装手册和说明.
- 在SAP中开发，使用Tableau, Excel和Python进行SAP数据和数据分析. 利用我在制造和装配操作的物料清单创建方面的数据优化和结构方面的专业知识.
- Analyzed, made recommendations, 并提供技术支持，持续改进部门制造项目和工艺.
- Served as a data analyst dealing with real-time manufacturing data on production, planning, supply chain, and quality.
- Created and manage inventory and resource management system, using a large amount of data apply statistical models, and provided insights.
- 发布和管理用于资源利用和库存管理的仪表板创建和数据可视化.
- Served as a subject matter expert in statistical process control activities, Kaizen, and root cause analysis.
- 提前进行厂内测试以确保单元测试，避免计划外的间接成本.
- 设计和执行实验，以评估和优化生产工艺或方法.
Data Analyst | Automation Expert
Online Freelance Agency
- Delivered solutions for multiple clients all over the world on data analysis, dashboard preparation, and automation.
- 在不同的成本节约项目中实施精益方法和统计过程控制工具.
- 从事房地产数据分析和房产止赎预测，以支持客户的买卖选择权.
- Conducted exploratory data analysis, created dashboards, automated MS Office and Google Sheets, and used MS Access and MySQL to integrate an inventory management system.
- 在合成图像创建和网站自动更新和抓取方面承担了一些次要项目, SharePoint-based weekly status, and storyboard creation.
- Created a dashboard using raw data and calculations and reported generation, data mining, and web scraping.
Design Engineer
Tata Consultancy Services
- Designed and drafted Airbus A380 electrical harness.
- Performed data extraction and automation from Catia using Visual Basic.
- Automated draft drawing using Fortran and Catia V4.
Experience
Real Estate Data Prediction
Excel Consultant and Implementer
Proposal System
Contractual identification using dictionary words, maintaining and applying to the positions using a suitable profile. I automated the system to do the same.
Portfolio Generation Dashboards
Engine Health Montoring
DataQuality Monitoring for Google
Education
Master's Degree in Data Science
Liverpool John Moores University - Liverpool, United Kingdom
Postgraduate Diploma in Data Science
International Institute of Information Technology Bangalore - Bangalore, India
Bachelor's Degree in Mechanical Engineering
Amrita School of Engineering - Kollam, Kerala
Certifications
Data Science Specialization
Coursera
Data Analysis and Visualization Using Python
IBM
Tableau Consumer
Tableau Software, LLC
Tableau Author
Tableau Software, LLC.
Data Science Professional Certification
IBM (via Coursera)
PRINCE2 Practitioner
Axelos
Skills
Libraries/APIs
Scikit-learn, Pandas, NumPy, Matplotlib, REST APIs
Tools
Looker, Jira, Microsoft Power BI, Tableau, Seaborn, Excel 2013, Office 2010, CATIA, Periscope, Impala, BigQuery
Languages
Visual Basic for Applications (VBA), Python, SQL, Python 3, Google Apps Script
Paradigms
Data Science, Business Intelligence (BI), Agile Project Management
Platforms
Jupyter Notebook, Amazon Web Services (AWS)
Storage
Google Cloud, Redshift, PostgreSQL
Frameworks
Presto
Industry Expertise
Project Management
Other
Machine Learning, Data Analysis, Data Visualization, Exploratory Data Analysis, Data Analytics, Google BigQuery, Data-driven Decision-making, Dashboards, Statistics, Data Scientist, Reports, Data Engineering, Heatmaps, Classification, Decision Trees, Web Scraping, Data Scraping, Office 365, Outlook, Deep Learning, Planning, Lean Manufacturing, Data Wrangling, Business Analysis, IT Business Analysis, Reporting, Process Improvement, Mechanical Engineering, Statistical Process Control Tools, Design, Data Build Tool (dbt), Product Analytics, A/B Testing, Data Quality, People Management, Google Data Studio, Google Colaboratory (Colab), Natural Language Processing (NLP), Decision Modeling, JSON REST APIs, APIs, Artificial Intelligence (AI), GPT, Generative Pre-trained Transformers (GPT)
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