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Mohit Kumar

A Senior Machine Learning Engineer with experience of over 4 years of delivering scalable data-driven solutions into production. I intend to be a part of an organization where I can constantly develop my skills and use them to the best of my ability for the organizations growth.
  • Role

    Machine Learning & MLOps Engineer

  • Years of Experience

    10 years

Skillsets

  • nginx
  • Flask
  • Gin
  • Git
  • Google Cloud
  • IBM Cloud
  • Jenkins
  • MemCached
  • MLOps
  • FastAPI
  • OCI
  • PostgreSQL
  • Redis
  • Restful APIs
  • TensorFlow
  • Terraform
  • Nlp (llms)
  • Azure
  • Docker
  • PyTorch
  • Computer Vision
  • Kubernetes
  • AWS
  • Golang
  • Kubernetes
  • Machine Learning
  • Python
  • C/C++
  • Celery
  • CI/CD
  • Data Science
  • Deep Learning
  • DevOps
  • Elasticsearch

Professional Summary

10Years
  • Feb, 2025 - Present1 yr 2 months

    Senior Machine Learning Engineer

    TechnoMile
  • Dec, 2023 - Jan, 20251 yr 1 month

    ML & MLOps Lead

    Sirion
  • Apr, 2023 - Dec, 2023 8 months

    Senior Machine Learning Engineer

    Aligne AI
  • Dec, 2020 - Dec, 20233 yr

    Co-Founder & Community Lead

    Data Drivers
  • Dec, 2020 - Jul, 2021 7 months

    Data Scientist

    Aaiena
  • Aug, 2021 - Mar, 20231 yr 7 months

    Machine Learning Engineer

    Aligne AI
  • Sep, 2020 - Jul, 2021 10 months

    Data Scientist

    Sankshit Private Limited: AAIENA
  • Aug, 2020 - Oct, 2020 2 months

    Fellow

    Alphaa AI
  • Aug, 2018 - Jul, 2019 11 months

    Associate Member

    IEEE

Work History

10Years

Senior Machine Learning Engineer

TechnoMile
Feb, 2025 - Present1 yr 2 months

ML & MLOps Lead

Sirion
Dec, 2023 - Jan, 20251 yr 1 month
    Collaborating on developing scalable enterprise-grade CLM software with product teams and architects. Currently acting as bridge between ML and DevOps teams for cloud infrastructure migration across platforms. Leading the service migration from GCP Kubernetes to AWS EKS for scalable ML infrastructure. Implementing zero-scale kubernetes clusters using KEDA to minimize off-peak infrastructure costs.

Senior Machine Learning Engineer

Aligne AI
Apr, 2023 - Dec, 2023 8 months

Machine Learning Engineer

Aligne AI
Aug, 2021 - Mar, 20231 yr 7 months
    Designing and implementing robust and highly scalable machine learning microservices for Axion (SaaS Product). Executing POCs using Large Language Models (LLM) for the upcoming ML use cases in the product. Actively contributing to the migration & enhancement of on-premises solutions to the cloud-based SaaS environment. Ensuring the smooth operation and continuous improvement of the product infrastructure by maintaining and enhancing the CI/CD pipelines, ensuring optimal availability and performance.

Data Scientist

Aaiena
Dec, 2020 - Jul, 2021 7 months

Co-Founder & Community Lead

Data Drivers
Dec, 2020 - Dec, 20233 yr

Data Scientist

Sankshit Private Limited: AAIENA
Sep, 2020 - Jul, 2021 10 months
    Redesigned and modernized the users apparel shopping experience using Deep Learning and Computer Vision. Led the team of 5 developers to launch Sizing product which accurately returns the body measurements. Worked on Ettire that assists users to view their virtual version (3D) draped in different clothes. Contributed to deployment & scalability of products for approx. 100000 users footfall every day.

Fellow

Alphaa AI
Aug, 2020 - Oct, 2020 2 months
    The Alphaa AI Fellowship Program is an extremely coveted fellowship program with an admission rate of less than 12%. It’s an 8-week full-time very selective program that enrolls students and professionals who have a keen interest in learning Data Science and its applications in business using AI, to grow themselves as data and technology positive leaders. With a vision to create leaders who understand technology application and their core domain well enough to contribute to a data-driven organization in whichever role they are, this program focuses on: πŸ‘‰πŸ» Leadership πŸ‘‰πŸ» Peer to peer learning of fellows πŸ‘‰πŸ» While acquiring an understanding of the latest technologies, marketing, πŸ‘‰πŸ» And design in addition to Data Science.

Associate Member

IEEE
Aug, 2018 - Jul, 2019 11 months
    During my IEEE membership, I got a chance to improve and learn new skills like signal processing, embedded systems, coding, etc. And during the tenure of this membership, I got a chance to build valuable professional connections with some of the industry experts, professors, leaders, and gain leadership skills.

Major Projects

3Projects

Scalable spaCy Server

    The project aimed at delivering a scalable solution for sensitive data recognition in enterprise data. Application also has the capability of custom model training and in-memory loading in python multiprocess. The spaCy large model was used and served through FastAPI using LFU Cache. Server withstood 3000 requests in 5 minutes in performance test with an average response time of 800ms.

Image Super Resolution

    The project aimed at obtaining high-resolution images from low-resolution images using end-to-end mapping. Implemented Image Super-Resolution Using Deep Convolutional Networks research paper (2014). Designed SRCNN architecture with Feature extractor, non-linear mapping, reconstruction as components. Evaluated model results using PSNR, SSIM, and MSE as image quality metrics & obtained precise results.

Textual Similarity Analysis

    The project aimed at delivering a solution for detecting semantic similarity in enterprise data. Universal Sentence Encoder was used and served through TensorFlow Serving for text embeddings. The cosine similarity metric was used for the text similarity search between the embedding vectors. Application withstood 6000 requests in 5 minutes in performance test with an average response time of 160ms.

Education

  • Master of Science, Information Security

    Indira Gandhi National Open University (2024)
  • Bachelor of Technology, Electronics & Communication Engineering

    Delhi Technical Campus (2021)