Ravi Kiran M.

Senior Software Engineer

Hyderabad, Telangana, India7 yrs 8 mos experience

Highly Stable

Key Highlights

Expert in Machine Learning and Data Processing.
Proven track record in developing scalable software solutions.
Strong academic foundation with advanced degrees in relevant fields.

Stackforce AI infers this person is a Software Engineer specializing in Machine Learning and Data Engineering within the Logistics and SaaS industries.

Contact

Skills

Core Skills

Machine LearningProgrammingData ProcessingSoftware EngineeringCloud ComputingData ManagementData EngineeringData AnalysisSystem Design

Other Skills

JavaPythonXGBoostTF-IDFPySparkAWSVideo ProcessingClient OnboardingFleet ManagementBackend DevelopmentClustering AlgorithmsWaybill ManagementURL ShorteningElectronicsPublic Relations

About

With a Master’s degree in Computer Science from The University of Texas at Dallas and a Bachelor’s degree in Electrical and Electronics Engineering from the Indian Institute of Technology, Guwahati, I contribute a strong academic foundation to my role as a Senior Software Engineer at Sur La Table. My core proficiencies include Java, Python, and Machine Learning, complemented by experience in designing machine learning pipelines and managing large-scale data processing. At Sur La Table, I collaborate with cross-functional teams to develop scalable software solutions, leveraging my expertise in machine learning and programming. Previous roles, including as a Machine Learning Engineer at BlackBerry, have honed my skills in implementing advanced ML models and processing high-volume data streams. I am passionate about enabling impactful technological solutions and fostering innovation through collaboration and diverse perspectives.

Experience

7 yrs 8 mos

Total Experience

2 yrs 11 mos

Average Tenure

1 yr 10 mos

Current Experience

Sur la table

Senior Software Engineer

Jul 2024 – Present · 1 yr 10 mos · Dallas, Texas, United States

JavaPythonMachine LearningProgramming

The university of texas at dallas

CS Teaching Assistant / Grader

Jan 2024 – May 2024 · 4 mos · Dallas, Texas, United States

- Supporting Prof. Sridhar Alagar with course CS 3377 - Systems Programming in UNIX and Other Environments.

Blackberry

Machine Learning Engineer

Sep 2023 – Dec 2023 · 3 mos · Dallas, Texas, United States

Designed and implemented a Machine Learning Pipeline using XGBoost to detect malicious commands on Windows systems.
Utilized TF-IDF and Sent2Vec embeddings for feature engineering on PySpark. Processed gigabytes of streaming data to identify anomalies in executed commands, verifying binary classification metrics with a 95% confidence interval.
Developed a Model Evaluation Pipeline for newly created network anomaly detection models.

Machine LearningXGBoostTF-IDFPySparkData Processing

The university of texas at dallas

CS Outreach Instructor

Oct 2022 – Aug 2023 · 10 mos

CS Outreach Program:
The mission of the Department of Computer Science is to prepare undergraduate and graduate students for productive careers in industry, academia, and government by providing an outstanding environment for teaching, learning, and research in the theory and applications of computing.

Vyntelligence

Senior Software Engineer

Nov 2021 – Aug 2022 · 9 mos · Hyderabad, Telangana, India · Remote

Implemented an AWS pipeline to seamlessly store, merge, and access Amazon Chime calls, enabling streamlined video issue reviews and intelligent tagging on Vyn videos, ultimately leading to improved customer insights and reduced on-site visits.
Streamlined client onboarding by integrating AWS Marketplace into the Vyn environment, automating the process for new clients opting to use Vyn as a service.

AWSVideo ProcessingClient OnboardingSoftware EngineeringCloud Computing

Delhivery

3 roles

Senior Software Engineer

Promoted

Aug 2019 – Oct 2021 · 2 yrs 2 mos

Fleet Management System:
Oversaw the complete backend implementation of Delhivery's Fleet Management System, orchestrating the seamless management of a vast network of around 30K vehicles.
Fleet Billing System:
Designed and implemented fully automated Fleet and Air billing modules, effectively managing significant monthly transactions for one of India's largest fleet vehicle networks.
Leveraged an auto-scalable serverless application deployed on AWS for seamless operations.

Fleet ManagementBackend DevelopmentAWSSoftware EngineeringData Management

Data Engineer

Aug 2018 – Jul 2019 · 11 mos

Locality Boundary Polygons:
Replicated geographical city locality boundaries on maps using transportation GPS data, Clustering algorithms, and Open Source Routing Machine and implemented data engineering processes for polygon creation.
Conducted in-depth analysis of delivery drivers' in-and-out times, leading to reduced operational costs through optimized vehicle routing.
Vehicle Routing Problem:
Collaborated with a data scientist to successfully deploy multiple microservice applications focused on optimizing vehicle routing for first mile and last mile operations, incorporating real-world constraints.

Data EngineeringClustering AlgorithmsData Analysis

Software Engineer

Jul 2016 – Jul 2018 · 2 yrs

Waybill Service:
Encapsulates the creation and management of the waybill number resource used across 1.4 billion shipments of Delhivery.
URL Shortner Service:
Designed and implemented an in-house URL shortening solution, enhancing efficiency in sharing lengthy links with internal teams and clients.

Waybill ManagementURL ShorteningSoftware EngineeringSystem Design