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Amit Sadhu

Amit Sadhu

A proven and exceptional individual with 4+ years of experience in the IT industry, with a former track record of achievements in AI/ML, data, and cloud infrastructure automation. Keen on making a tangible impact on the world.
  • Role

    AI / ML Engineer

  • Years of Experience

    4 years

Skillsets

  • MLOps
  • Artificial Intelligence
  • Data Engineering
  • social media analytics
  • Llmops
  • Aiops
  • GenAI

Professional Summary

4Years
  • Nov, 2022 - Present2 yr 4 months

    AI / ML Engineer

    CVC Network India Pvt. Ltd.
  • Aug, 2021 - Oct, 20221 yr 2 months

    Data Engineer

    CVC Network India Pvt. Ltd.
  • Jun, 2020 - Jul, 20211 yr 1 month

    Software Engineer

    Larsen & Toubro Infotech (LTI)
  • Jun, 2019 - Jun, 20201 yr

    Associate Trainee

    Larsen & Toubro Infotech (LTI)

Applications & Tools Known

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    FastAPI

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    Docker

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    Kubernetes

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    PyTorch

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    AWS Sagemaker

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    Azure Cognitive Services

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    HuggingFace

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    Amazon Redshift

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    AWS S3

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    Apache Airflow

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    AWS Athena

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    Alteryx

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    AWS Glue

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    Power BI

Work History

4Years

AI / ML Engineer

CVC Network India Pvt. Ltd.
Nov, 2022 - Present2 yr 4 months

    Awarded as a Top 10 competitor at the 'Intel - Advent of GenAI Hackathon 2023' focusing on Generative AI

    which included prompt engineering, context-tuning models and generating multi-modal outputs.

    Configured, deployed and served numerous large language models via FastAPI, Docker and Kubernetes

    using PyTorch whilst addressing privacy and security issues. Integrated these AI models into backend

    systems and led the development of the entire end-to-end MLOp's pipeline.

    Spearheaded the deployment and configuration of an AI governance framework organization-wide, across

    22+ offices globally.

    Effectively utilised the Generative AI stack such as workflow orchestrators, Langsmith, Langchain, Vector

    databases and Embedding models to expedite experiments and client demo's.

    Developed a Generative AI application using Open AI's text generation models (GPT-3, GPT-3.5) and Image

    generation models (Dall-E 2/3) that automated and reduced an entire content generation lifecycle from

    multiple weeks to a few hours.

    Coordinated with multiple stakeholders across Australia and the Americas to define the product roadmap

    and MVP. Also exceeded the stakeholders' expectations, by delivering ahead of schedule.

    Worked on AWS Sagemaker, Azure Cognitive Services and dealt extensively with HuggingFace. Utilised

    Weights&Biases and H20 LLM Studio for model monitoring and observability.

    Chaired applied research experiments on multi-lingual text-to-speech models, computer vision projects and

    prompt optimization techniques.

    Led R&D work that lies at the intersection of a Digital Twin and AI agents as chatbots.

    Skills: MLOps, LLMOps, AIOps, Artificial Intelligence, GenAI

Data Engineer

CVC Network India Pvt. Ltd.
Aug, 2021 - Oct, 20221 yr 2 months

    Built and maintained numerous data pipelines which included the ingestion, extraction, cleaning and

    preparation of data that support analytical reporting, structured queries (SQL) and ETL processes of the

    data warehouse.

    Governed and administered a Data Source Catalogue of the Social Media Analytics domain (Facebook,

    YouTube, Google, TikTok, Instagram, Yandex, FrontApp etc.) with over 800+ sources from 35+ countries.

    Delivered daily analytical reports to the Founders Office, Board and Trustees of our clients, for strategic

    decision-making involving billions of dollars.

    Skills : Social Media Analytics, Amazon Redshift, AWS S3, Apache Airflow, AWS Athena, Alteryx, AWS Glue

    etc.

Software Engineer

Larsen & Toubro Infotech (LTI)
Jun, 2020 - Jul, 20211 yr 1 month
    • Highly impacted projects focused on automating IT operations for one of Europe's largest financial

    companies and a UAE IT conglomerate.

    • Performed automation assessments and designed automation solutions such as AI-OPS and Intelligent

    workflows for 33+ use-cases cutting across multiple tech-stacks, using Python and Powershell runbooks.

    • Spearheaded and tracked the review of 60+ use-cases with the client's security team and their respective

    tower leads, to ensure adherence of automation solutions with respect to the clients security policy.

    • Conducted multiple ticket analysis' to analyse the automation scope and generated dashboards & reports

    for multiple clients on Power BI.

    • Skills : AIOps, ITOps, Workflow orchestration,

Associate Trainee

Larsen & Toubro Infotech (LTI)
Jun, 2019 - Jun, 20201 yr
    • Selected amongst 700+ candidates to undergo training at the LTI CIS Academy and consequently

    underwent LTI Automation Training. (Certified as a LTI Cloud Professional in ITIL V3, Installation,

    • Configuration & Administration of Windows Server 2016, RHEL 7; Cisco Routing & Switching; MSSQL 2017

    etc.)

    • Awarded as an All-Rounder at the LTI Cloud Infrastructure Services (CIS) Academy. Nominated for the Best

    Manager and Best Personality awards.

Achievements

  • Top competitor at 'Intel - Advent of GenAI Hackathon 2023'
  • All-Rounder at the LTI Cloud Infrastructure Services (CIS) Academy
  • Multiple 'Best Goalkeeper' Awards in Futsal Tournaments

Education

  • Bachelor Of Computer Applications

    REVA University
  • Pre-University Certificate

    Royale Concorde Pre-University College
  • Indian Certificate of Secondary Education

    Clarence High School

Certifications

  • Aws technical professional (digital)

  • Lti certi cloud professional

Interests

  • Playing Instruments
  • Driving
  • Listening Music
  • Football