M

Mayank Rajoria

AI Researcher

San Francisco, California, United States9 yrs 3 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in building production AI infrastructure.
  • Strong background in data engineering and cloud computing.
  • Proven track record in startup and enterprise environments.
Stackforce AI infers this person is a SaaS and Logistics expert with strong AI and data engineering capabilities.

Contact

Skills

Core Skills

AiProduction InfrastructureCloud DevelopmentSaasData InfrastructureCloud ComputingInfrastructure ManagementData EngineeringFull Stack DevelopmentMachine LearningData AnalysisSoftware DevelopmentStartup DevelopmentE-commerce

Other Skills

LLMNeMovLLMSageMakerGoPythonKubernetesTerraformHelmAirflowKafkaJenkinsArgoCDMySQLRabbitMQ

About

Software Developer with experience ranging from 3 people startup, unicorn and Fortune 500 companies. Skilled in Java, Python, C++ and experienced in full stack development. Obtained Bachelor of Technology (B.Tech.) degree in Computer Science and Engineering from Indian Institute of Technology, Delhi (IIT Delhi) and then a Master's degree in Computer Science from University of California, San Diego. Currently working as a software engineer and tackling infrastructure and data related challenges at Salesforce.

Experience

9 yrs 3 mos
Total Experience
1 yr 10 mos
Average Tenure
1 yr 8 mos
Current Experience

Cisco

AI Researcher

Oct 2024Present · 1 yr 8 mos · San Francisco Bay Area

  • Joined Cisco through the acquisition of Robust Intelligence.
  • Building production LLM training and inference infrastructure (NeMo, vLLM, SageMaker) for Cisco Foundation AI.
  • Previously on AI Defense.
AIProduction InfrastructureLLMNeMovLLMSageMaker

Robust intelligence (now part of cisco)

Software Engineer

Apr 2023Oct 2024 · 1 yr 6 mos · San Francisco, California, United States · On-site

  • Member of the Cloud Team at Robust Intelligence, focusing on SaaS layer development and enterprise-readiness features.
  • Stack: Go, Python, Kubernetes, Terraform, Helm
GoPythonKubernetesTerraformHelmCloud Development+1

Embark trucks

Software Engineer

May 2022Apr 2023 · 11 mos · San Francisco, California, United States

  • Worked on the Data Infrastructure team responsible for the complete lifecycle of sensor data, from recording on the trucks, to indexing it on the cloud
  • Upgraded the Airflow infrastructure and developed tasks to process lidar data
  • Used with Kafka and Kubernetes to move from a batch processing to a stream processing paradigm
  • Actively monitored our data pipelines and respond to any live incidents that may be affecting our SLAs
  • Added metrics to our services and created datadog monitors for monitoring and alerting maturity in our services
  • Designed and developed new tools and infrastructure to support other internal teams that rely on data generated on the trucks
  • Stack: Python, Airflow, Kubernetes, Kafka, Jenkins, ArgoCD, MySQL, RabbitMQ, AWS, Datadog
PythonAirflowKubernetesKafkaJenkinsArgoCD+6

Salesforce

3 roles

Member Of Technical Staff

Promoted

Jan 2021May 2022 · 1 yr 4 mos

  • Working on the analysis and reporting infrastructure for threat and vulnerability management at Salesforce.
  • Worked on migrating team's data store from a relational to a graph database.
  • Developed and improved ETL pipelines for vulnerability information. These pipelines were developed in SQL stored procedures and Python. They operate on and enrich vulnerability details.
  • Enhanced the team's infrastructure deployment practices by migrating to kubernetes and adopting the Infrastructure as Code paradigm using Terraform.
SQLPythonKubernetesTerraformInfrastructure ManagementData Engineering

Associate Member Of Technical Staff

Promoted

Jan 2020Jan 2021 · 1 yr

Software Engineer Intern

Jun 2019Sep 2019 · 3 mos · Greater Boston Area

  • Interned on Platform Services team within Infrastructure Team, working on the full stack. Created a dashboard to provide visibility into an internal process by generating event based data from it. Worked with Elasticsearch, Kibana, AWS Lambda, Python and Java.

University of california san diego

3 roles

Graduate Teaching Assistant

Sep 2019Dec 2019 · 3 mos

  • CSE 258: Web Mining and Recommender Systems

Graduate Teaching Assistant

Apr 2019Jun 2019 · 2 mos

  • COGS 108: Data Science in Practice
ElasticsearchKibanaAWS LambdaPythonJavaFull Stack Development

Graduate Teaching Assistant

Jan 2019Mar 2019 · 2 mos

  • TA for the course COGS 120: Interaction Design, taught by Prof. Scott Klemmer.
  • Responsible for leading Studio sessions, holding office hours and grading.

Rivigo

Algorithm Engineer

Jun 2018Aug 2018 · 2 mos · Gurgaon, India

  • Used Python to analyzed and process sensor data collected from trucks, while on various trips.
  • Trained ML model using XGBoost in Python for predicting ETA of trucks with an RMSE (error) of 8 mins on trips of 200 mins duration.
  • Created Proof-of-Concept for a route planning engine, that can be customized based on business needs. Used Java based open-source Graphhopper engine.

Amazon

Software Development Intern

May 2017Jul 2017 · 2 mos · Hyderabad Area, India

  • Worked on Apache Hadoop and Apache Spark to develop a package to allow customers to read databases stored in AWS S3.
DjangoPythonAndroid DevelopmentStartup DevelopmentE-commerce

Pharmart

Co-Founder & CTO

Nov 2015Jun 2018 · 2 yrs 7 mos · Mumbai

  • Created and evolved the startup from an idea to having a product in the market.
  • Developed the complete backend in Django (Python) and the Android mobile applications for end customers and pharmacy partners. Implemented coupon code system, GCM notifications, order history, tracking and other essentials for an e-commerce mobile application.
  • Being part of an early stage startup increased my sphere of responsibilities to various operations like ground work, marketing, customer satisfaction etc.
  • Expanded to multiple cities in India and grew to several orders every day.
PythonXGBoostJavaMachine LearningData Analysis

Education

UC San Diego

Master's degree — Computer Science

Sep 2018Dec 2019

Indian Institute of Technology, Delhi

Bachelor of Technology (B.Tech.) — Computer Science and Enginering

Jan 2014Jan 2018

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