Sai Dinesh Reddy Maluchuru

Data & ML Engineer with extensive experience in building scalable data platforms and implementing machine learning solutions. Currently focused on developing data-driven solutions for business intelligence and analytics.

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Professional Experience

Microsoft India (R&D) Pvt. Ltd.
Data & ML Engineer 2 (Dec 2024 - Present)

Technologies: Python, SQL, Azure Synapse, ADF, RAGs, LLMs, Flask, Azure Fabric
• Designed and developed scalable data platforms to meet evolving processing requirements
• Implemented innovative solutions using Large Language Models (LLMs) to generate actionable business insights
• Supported key business initiatives such as Windows Passkey and Recoverability, driving metrics and OKRs to enhance the Windows user experience
• Explored advanced AI technologies including LLMs and Retrieval-Augmented Generation (RAG) for comprehensive Business Intelligence solutions
• Collaborated with cross-functional teams to integrate emerging technologies and optimize data workflows

Data & ML Engineer 2 (July 2022 - Feb 2024)

Technologies: SQL, Python, Bash, SCOPE, Azure ML , Azure Synapse
• Windows & Devices: Developed critical business metrics for MAD and DAD calculations, and established performance indicators and OKRs
• Azure Services: Successfully migrated legacy systems to Azure using Synapse Analytics and Data Factory
• Store Personalization: Reduced machine learning model training costs by 80% through the implementation of the Resilience LPG framework
• Enhanced system scalability and performance by integrating agile methodologies and streamlined data pipelines

Amazon Development Centre (India) Private Limited
Data & Software Engineer 2 (Feb 2024 - Oct 2024)

Technologies: Python, Bash, Hive SQL, JS
• Fintech and Tax: Enhanced and built data pipelines for monthly/weekly compliance reports
• Internal Tooling: Developed an ETL product with modeling, report generation, and orchestration capabilities
• Created self-serving tools for Tax audit teams

Data Engineer (July 2019 - July 2022)

Technologies: SQL, Python, Bash
• Architecture Design: Designed scalable solutions using Amazon ECS, Fargate, EC2, and S3
• Data Ingestion: Built critical datasets using Redshift for Amazon Logistics (AMZL)
• Improved SLA by 25% and enhanced data quality through pipeline optimization
• Built DEA (Delivery Estimate Accuracy) tracking systems for Indian Logistics

JPMorgan Chase & Co.
Associate (Jun 2017 - July 2019)

Technologies: SQL, Python, Bash, Hadoop
• Developed Cost-Based Allocation Model for Chase Merchant Services
• Built Tableau Dashboards with 300+ daily active users for Mortgage Banking
• Achieved 50% SLA improvement through Spark SQL optimization
• Implemented CI/CD using Jenkins and BitBucket

General Electric
Summer Internship (May 2015 - July 2015)

Technologies: Python, R
• Developed algorithms for vehicle fault detection in engines
• Implemented text mining techniques for data filtering
• Created ground truth verification systems

Technical Skills

Data Engineering
  • SQL & NoSQL Databases
  • Data Warehousing
  • ETL Pipelines
  • Big Data Technologies
Programming
  • Python Development
  • SQL Query Optimization
  • Data Structures
  • Algorithm Design
Machine Learning
  • Large Language Models (LLM)
  • Generative AI
  • Deep Learning
  • ML Model Optimization

Education & Final Year Project

IITM Logo

Indian Institute of Technology Madras - IIT Madras

Degree: Completed Dual Degree in Electrical Engineering (Minor in Development Policies)

Duration: 2012 – 2017

Final Year Dual Degree Project

The project was carried out on campus in collaboration with the college research labs, focusing on Vehicle Classification using Machine Learning and Dynamic Time Warping.

View Thesis PDF

Achievements

All India Rank 728 in IIT JEE among 5,00,000 members appeared.
Secured 413 State Rank in EAMCET Examination.
Secured 183rd All India Rank in Indian Institute of Space Science and Technology (IIST).
Secured 1591 AIR in All India Engineering Entrance Examination (AIEEE).
Secured All India Rank 54th in South India Chemistry Olympiad (SICO).
Secured All India Rank 106th in South India Maths Olympiad (SIMO).
Secured State 10th in Andhra Pradesh Association of Mathematics Teachers (APAMT) exam.
Secured District 1st in National Science Olympiad (NSO).
Secured 3rd in Mathematical Olympiad Of Narayana (MOON).
One Microsoft Award: Recognized for contributions at Microsoft.
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