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About Me

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Senior ML Engineer

I am Anubhav Tiwari, A data professional with 5 years of experience in working on different facets of Machine Learning building solutions to challenging problems.

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End-to-End Expertise

My expertise lies in taking projects from ideation through research and development to successful deployment on various cloud infrastructures and architectures.

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Cloud & ML Initiatives

I have spearheaded numerous ML initiatives, from proof of concepts for client calls to establishing new capabilities and deploying solutions on AWS and GCP clouds.

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Technical Proficiency

My technical proficiency spans across Computer Vision, Audio Signal Processing, and Natural Language Processing with hands-on experience in each domain.

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Delivered Projects

Successfully delivered projects in crowd density estimation, license plate recognition, object detection, face recognition, voice activity detection, and speaker diarization.

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Code Quality Focus

I write developer-friendly code that reduces redundancies, increases understandability, and enhances reusability. Dedicated to delivering high-quality, impactful solutions.

Experience

Quantiphi Analytics

Senior ML Engineer
2023 - Present

Key Responsibilities

  • Developed computer vision models for crowd density estimation
  • Implemented ML pipelines for license plate recognition
  • Created voice activity detection systems
  • Designed speaker diarization models on cloud infrastructure

Quantiphi Analytics

ML Engineer - L2
2022 - 2023

Key Responsibilities

  • Led machine learning initiatives from POC to production
  • Established capabilities in face recognition systems
  • Created object detection models with high precision
  • Deployed ML solutions on AWS and GCP

Verifyer Technologies

ML Engineer
2021-2022

Key Responsibilities

  • Designed ML models for various business problems
  • Analyzed large datasets to extract actionable insights
  • Built prediction models with high accuracy
  • Delivered data-driven solutions with cross-functional teams

RMgX Technologies

ML Engineer
2019 - 2020

Key Responsibilities

  • Conducted research in natural language processing
  • Published papers on innovative deep learning models
  • Implemented prototype solutions for academic research
  • Mentored junior researchers in ML methodologies

Portfolio

Crowd Density Estimation

Python PyTorch Computer Vision

Developed a deep learning model for estimating crowd density in public spaces with over 95% accuracy. The solution works in varied lighting conditions and can process real-time video streams.

Demo Code

Code Generation NLP

Python TensorFlow NLP

Built a natural language to Python code generator that converts text descriptions into executable code snippets with high accuracy and proper formatting.

Demo Code

Speaker Diarization

Python Signal Processing ML

Created an audio processing system that can identify and separate different speakers in a conversation, even in noisy environments.

Demo Code

ML Pipeline Automation

AWS Docker MLOps

Designed and implemented an end-to-end ML pipeline on AWS that automates training, evaluation, and deployment of models with CI/CD integration.

Demo Code

Technical Skills

Programming

Languages & Frameworks

Python
C++
JavaScript
TensorFlow
PyTorch

Experience with multiple programming languages and different programming frameworks and can build solutions for different environments.

Data Science

Domain Knowledge

Computer Vision
NLP
Signal Processing
Probability
Statistics

Have experience & knowledge of different ML and DS domains having delivered multiple projects in each domain.

Cloud & Infra

Development tools

GCP
AWS
Azure
Docker

Have deployed on all major cloud service providers and have knowledge of multiple tools that help in efficient development.

Utility Tools

Other Tools and Technologies

Git
OpenCV
Numpy
MySQL

Proficient in various tools that are essential for developing robust and fast solutions.

Let's Connect

Location

Bangalore, India

Email

contact@anubhavtiwari.tech

GitHub

github.com/abtExp

LinkedIn

linkedin.com/in/abtExp