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Lokesh Jain

AI Researcher

Dublin, County Dublin, Ireland9 yrs 2 mos experience
Most Likely To SwitchAI Enabled

Key Highlights

  • Expert in MLOps and scalable AI solutions.
  • Proven track record in building enterprise AI products.
  • Strong leadership in guiding multidisciplinary teams.
Stackforce AI infers this person is a seasoned AI and MLOps engineer with expertise in enterprise-level solutions.

Contact

Skills

Core Skills

MlopsMachine Learning

Other Skills

AWSAgileAirflowAlgorithmsAmazon Web Services (AWS)Apache DruidApache KafkaArtificial Intelligence (AI)Back-End Web DevelopmentContinuous Integration (CI)CurlData ModelingData StructuresDatabricksDesign Patterns

About

As a kid, I always thought my dream was to play cricket for India (too ambitious, I know!). It seemed like an appropriate dream, given my love for cricket. Fast Forward to today, and I build software products. Like building a cricket inning, building an impactful product calls to all my passions. It incorporates creativity, problem-solving, constant learning, and creating a meaningful impact. As a seasoned Software Engineer who loves to code, I specialize in Machine Learning Operations (MLOps) and building scalable and distributed systems. I have dedicated my career to designing and implementing innovative solutions in the realm of Artificial Intelligence (AI). My expertise lies in the strategic deployment of enterprise AI, standardizing Data science processes in the organization, particularly through the creation of extensible ML platforms that drive transformative business outcomes. Harnessing my skills in Python and various technologies like domain-driven design, Microservice, REST API, Docker, Kubernetes, Machine Learning, MLOps, cloud technologies, Postgres, CI/CD, Git/GitHub, I have effectively navigated the complexities of large-scale data processing, model training, and deployment in high-performance, real-time environments. My passion for AI and MLOps, coupled with my technical leadership abilities, has enabled me to guide multidisciplinary teams towards the successful realization of ambitious AI projects. Embracing every challenge as an opportunity for growth, I am continually seeking new avenues to leverage my skills to advance the frontier of AI and ML/MLOps in the enterprise landscape.

Experience

9 yrs 2 mos
Total Experience
2 yrs 3 mos
Average Tenure
2 yrs 10 mos
Current Experience

Integral ad science

Senior Machine Learning Operations Engineer

Aug 2023Present · 2 yrs 10 mos · Dublin, County Dublin, Ireland · Hybrid

DatabricksMLOps

Blackswan technologies

Senior Machine Learning & Ops Engineer

Jul 2022Aug 2023 · 1 yr 1 mo · Remote · Remote

  • Blackswan-Technologies is an Israel-based AI/Insight startup company which provides AI solutions to collect, extract and sort data about unconnected entities & events.
  • I developed the Kernel Execution Engine (KEE), a robust Dataflow Engine, which constructs a runtime Direct Acyclic Graph (DAG) for data flow representation, optimally allocates computational resources to each node, and oversees the instantiation and execution of insight components for delivering the final result. The Framework manages end-to-end dataflow processes in data-intensive environments, ensuring optimal data-driven decision-making.
MLOpsMachine LearningVertexBack-End Web DevelopmentKubernetesPython+11

Noodle.ai

3 roles

Principal Engineer

Promoted

Jun 2022Aug 2022 · 2 mos

MLOpsMachine LearningSystem ArchitectureVertexKubernetesContinuous Integration (CI)+6

Senior Software Engineer

Sep 2020Jul 2022 · 1 yr 10 mos

  • Worked on building inhouse ML Platform that standardises Data model, Model training and inference lifecycle for our AI products. A self-service MLOps platform to facilitate users in training, serving and managing Machine Learning models and services. Experience in designing Enterprise AI Products.
  • Tech Stack - Python, Flask, Kubernetes, Kubeflow, Airflow, Sagemaker, Mlflow, AWS, Druid, SQL
Continuous Integration (CI)Microservices

Software Engineer

Apr 2019Sep 2020 · 1 yr 5 mos

  • Technology lead and Individual contributor to setup end-to- end software development standards and build common set of services & workflows used across more than 10 applications in Noodle. These services include Auth Management system, configs & secrets management system, application deployment on Docker and Kubernetes. All the services are packaged as a Python SDK.
  • Responsibilities :-
  • Built Keycloak based authentication management system after detailed POC and
  • Technology investigation on lot of OIDC & SAML based authentication management
  • systems.
  • Wrote Flask and Django API middleware to retrieve, verify and decode Access token
  • from UI headers.
  • API to get user roles from the decoded token and validate the access restrictions on
  • the roles on the requested resources. (Authorization).
  • Wrote Javascript client adapter for Keycloak for implicit & standard oauth flow.
  • Built Vault based configs & secrets management system.
  • Wrote python SDK to consume versioned configuration into the application.
  • Built Vault command line interface tool to configure vault. CLI has features to manage
  • users, groups, secrets and migrate configs/secrets between different environments.
  • Experience in writing application Dockerfile and helm-charts for deployment in Kubernetes.
Continuous Integration (CI)Microservices

Infinite convergence solutions

Software Engineer

Oct 2018Mar 2019 · 5 mos · Bengaluru Area, India

  • Worked in a product called BMC which provides solutions that enables simultaneous delivery of emergency alerts and messages from government and public safety agencies to multiple mobile users in a specified geographic area.
  • Responsibilities: -
  • o end to end MySQL Data Encryption.
  • o Feature development in Java that enables delivery of alerts based on static alerting zones.
  • o Collaborating with team members in US for requirement gathering and customer bug fixes.

Oracle

2 roles

Member Of Technical Staff

Dec 2016Feb 2018 · 1 yr 2 mos · Bengaluru Area, India

  • Oracle Communication Session Monitor – . The product provides solution for end-to-end call monitoring, detecting, and troubleshooting IP Multimedia Subsystem (IMS), Voice over Long-Term Evolution (VoLTE), SIP.
  • Responsibilities :-
  • o Worked on features to monitor and troubleshoot call quality issues and generate call KPIs.
  • o Writing python unit and integration tests and integrating them with Jenkins and Git build system.
  • o Worked on fraud detection and prevention feature which is a self-learning, scalable solution to help network operators detect phone fraud and prevent it before damage is done. Used Spring and hibernate frameworks along with Java in development.

Associate Staff Engineer

Jun 2015Dec 2016 · 1 yr 6 mos · Bengaluru Area, India

  • Project - Oracle Communications User Data Repository(OCUDR) -A Product that provides highly scalable, consolidated database backend for subscriber and profile data that can be leveraged across the product portfolio.
  • o Responsible for various backend Feature development in core Java and bug fixes.
  • o Implemented RESTful web APIs using Spring MVC to create, retrieve, modify customer data in data repository.
  • o Designed & developed scripts to enable fast deployment configuration for quick installation of product using Java and Perl script. This reduced installation time from 2 hours to under 10 minutes.
  • o Worked on Automation of our product’s Installation and feature sanity test Automation
  • o Worked on Openstack cloud platform to deploy and manage large number of UDR virtual instances.

Efi

Intern

Jan 2015May 2015 · 4 mos · Bengaluru Area, India

  •  Project: FIERY GO -
  • Fiery Go is a mobile application which manages print jobs from anywhere and monitors the status of multiple Fiery driven printers.
  •  Environment: Java, Android Studio, Eclipse
  •  Responsibility - Intern
  • o Worked on automating print jobs and send them to print servers.
  • o Worked on sending alerts about errors in print jobs, paper jams and more.
  • o Learnt about UX Designing and development.

Education

Birla Institute of Technology and Science, Pilani

Master of Technology - MTech — Data Science & Engineering

Jan 2020Jan 2022

PES Institute of Technology

Bachelor of Engineering (B.E.) — Information Science and Engineering

Jan 2011Jan 2015

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