M

Mohit Kumar

AI Researcher

New Delhi, Delhi, India5 yrs 6 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in building scalable AI products.
  • Strong background in MLOps and cloud architecture.
  • Passionate about democratizing AI education.
Stackforce AI infers this person is a SaaS and E-commerce specialist with a focus on AI and Machine Learning solutions.

Contact

Skills

Other Skills

AlgorithmsArtificial Intelligence (AI)Continuous Integration and Continuous Delivery (CI/CD)Data StructuresHadoopLinuxR

About

I am a seasoned AI Architect and ML Engineer with a notable record of successfully managing enterprise-grade applications at scale. With around 5 years of experience in Machine Learning, I am an avid learner dedicated to staying abreast of cutting-edge technologies and research. I am deeply motivated to apply my skills to real-life projects that can positively impact people.๐Ÿš€ My current tech stack and explorations include - - ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ: Machine Learning, Data Science, Deep Learning, Computer Vision, NLP (LLMs), Data Engineering, Cloud-Native Architectures, Distributed Systems, MLOps & DevOps. - ๐‹๐š๐ง๐ ๐ฎ๐š๐ ๐ž๐ฌ & ๐ƒ๐š๐ญ๐š๐›๐š๐ฌ๐ž๐ฌ: Python, GoLang, C/C++, Vector Databases (Qdrant, Weaviate), Graph Databases, PostgreSQL, Elasticsearch (ELK Stack), FAISS, Redis & Memcached. - ๐ƒ๐ž๐ฏ๐ž๐ฅ๐จ๐ฉ๐ž๐ซ ๐“๐จ๐จ๐ฅ๐ฌ: Docker, Kubernetes, CI/CD, Jenkins, Terraform, Monitoring and Alerting (Prometheus + Grafana), Git, AWS, Google Cloud, Azure (ML Services), IBM Cloud & OCI. - ๐‹๐ข๐›๐ซ๐š๐ซ๐ข๐ž๐ฌ & ๐…๐ซ๐š๐ฆ๐ž๐ฐ๐จ๐ซ๐ค๐ฌ: RESTful APIs (FastAPI, Flask), Langchain, LlamaIndex, Gin, TensorFlow & PyTorch (+ Serving and Optimization), Airflow, Nginx & Celery. From small solo projects to production-level creative collaborations, all are within my most pertinent skills. I have always sought the chance to explore new avenues and learn something new that I can apply to my work. I firmly believe that hard work eventually pays off, and I am confident that each day brings me closer to reaching my goals. Kindly explore my portfolio, and feel free to get in touch with any questions. ๐Ÿ“ง for project collaboration: krmohit101 [at] gmail [dot] com โค๏ธ

Experience

Technomile

Senior Machine Learning Engineer

Feb 2025 โ€“ Present ยท 1 yr 1 mo

  • Building end-to-end, state-of-the-art AI products for document intelligence.

Sirion

Machine Learning Engineer

Dec 2023 โ€“ Jan 2025 ยท 1 yr 1 mo

  • Working as an ML and MLOps Lead, developing and scaling enterprise-grade CLM software for Fortune 500 companies.
  • Architecting and managing the cloud and infrastructure migration across various clouds (AWS, GCP, Azure, OCI and IBM Cloud).
  • Deploying scalable self-managed and AWS+GCP managed Kubernetes clusters with high availability of the LLMs and large ML models.
  • Designing solutions for zero-scaled clusters and setting up the CI/CD processes across the product for AI services.
  • Leading the MLOps team to focus on reducing tech debt and making release processes smoother for engineering teams and clients.
  • Working with all A-grade GPU stacks (H100, A100, A10) available across the globe to support the optimal performance of LLMs.

Aligne

2 roles

Senior Machine Learning Engineer

Promoted

Apr 2023 โ€“ Dec 2023 ยท 8 mos

  • Designing and implementing robust and highly scalable machine learning microservices for Axion (SaaS Product).
  • Executing proofs-of-concept (POCs) using Large Language Models (LLM) for the upcoming ML use cases in the product.
  • Actively contributing to the migration and enhancement of our 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.

Machine Learning Engineer

Aug 2021 โ€“ Mar 2023 ยท 1 yr 7 mos

  • Working with the AI and product team to build and productionize NLP and Machine Learning based products.
  • Solving the use cases in the GRC domain with optimized AI and Machine Learning driven solutions.
  • Building centralized AI product โ€AXIONโ€ to integrate with enterprise applications like IBM OpenPages.

Data drivers

Co-Founder & Community Lead

Dec 2020 โ€“ Dec 2023 ยท 3 yrs

  • Data Drivers is a purpose-driven, not-for-profit community led by Mohit Kumar and Saksham Jain, built to democratize access to AI and Data Science education. Our mission is simple yet powerful: to provide completely free, top-tier mentorship and learning resources to students, freshers, and professionals who are ready to launch or pivot their careers into the world of data. ๐Ÿš€
  • As we navigate an era where over 2.5 quintillion bytes of data are produced daily, the ability to understand, interpret, and communicate insights from data is no longer optional - it's essential. Data Drivers exists to bridge that gap, nurturing the next generation of data thinkers by sharpening their data storytelling abilities and cultivating a mindset geared toward evidence-based decision-making.
  • We're not just teaching data - we're shaping the people who will drive its future.
  • Join us at: https://t.me/joinchat/U7-Kkuu0XbyoRwhA !

Aaiena

Data Scientist

Dec 2020 โ€“ Jul 2021 ยท 7 mos

  • Redesigned and modernized the userโ€™s apparel shopping experience using Deep Learning and Computer Vision.
  • Led the team of 5 developers and launched the โ€Sizingโ€ which accurately returns the body measurements.
  • Worked on โ€Ettireโ€ that assists a user to view their virtual version (3D-based) draped in different clothes.
  • Contributed to deployment & scalability of โ€Sizingโ€ and other products for 100000 users footfall every day.
  • Frameworks, Toolkits, and Library used: TensorFlow, PyTorch, OpenCV, MxNet, GluonCV, U2NET, YOLO (All Versions), AWS, and Flask.

Greentech its

Data Scientist

Aug 2020 โ€“ Dec 2020 ยท 4 mos

  • Developed automated safe and smart transportation systems that facilitate seamless traffic operation.
  • Launched and worked on Video Incident Detection System (VIDS) to detect report highway and toll incidents.
  • Development tech stack included Flask, Computer Vision, Tracking Algorithms, and Machine Learning Python.
  • Contributed to Automatic Number Plate Recognition (ANPR) and PPE Kit detection projects.

Telecommunications consultants india ltd.

Machine Learning Engineer

Jun 2019 โ€“ Aug 2019 ยท 2 mos ยท Delhi

  • Hands-on experience in Machine Learning: Completed a stock price predictor model and worked on data categorization and clustering.
  • Knowledge of ML libraries: Learned to use Numpy, Pandas, Matplotlib, and SkicitLearn libraries and applied them to improve the accuracy of models.
  • Proficiency in Neural Networks: Experienced in implementing Neural Networks including Artificial Neural Networks and honed mathematical skills.
  • Image Super-Resolution project: Worked on an Image Super-Resolution project using Convolution Neural Networks and Quality Metrics, and learned Tensorflow and Keras libraries.

Aedifico tech pvt. ltd.

Embedded & IoT Engineer

May 2018 โ€“ Jul 2018 ยท 2 mos ยท New Delhi Area, India

  • Experienced in working with AVR microcontroller and IoT for multiple projects.
  • Built an Android-controlled pick and place robot with IoT under the guidance of Mr. Rohit.
  • Participated in TECHNOXIANโ€™18 International Robotics League for Drone Racing and qualified for semi-finals.
  • Presented a home automation and security project at a college tech fest during training at Aedifico Tech Private Limited.

Education

Indira Gandhi National Open University

Master of Science - MS โ€” Information Security

Delhi Technical Campus

Bachelor of Technology โ€” Electronics & Communication Engineering

Central Board of Secondary Education

Science - PCM

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