Amit Kumar - Data Scientist & AI Consultant

Hi, I'm Amit Kumar

Generative AI Consultant | Building Intelligent AI ML Systems | MLOps & Cloud Practitioner

I design end-to-end AI solutions and build intelligent systems using Generative AI, LLMs, Deep Learning, and Cloud technologies. Passionate about transforming businesses through AI innovation.

About Me

Amit Kumar - Professional Photo

Passionate AI Innovator

With over 4+ years of experience in Data Science and AI, I specialize in designing large-scale AI/ML systems and implementing cutting-edge Generative AI solutions. My expertise spans from traditional machine learning to modern LLMs and cloud-based deployments.

Currently driving digital transformation at EY as a Generative AI Consultant, where I architect enterprise-scale AI solutions that deliver measurable business impact. My work spans from building intelligent document processing systems to developing automated assessment platforms that revolutionize how organizations operate.

Education

M.Tech in Artificial Intelligence

CDAC, Mohali

2020–2022 | CGPA: 8.5

B.Tech-MBA in CSE & Marketing

LPU, Punjab

2013–2018 | CGPA: 7.7

4+ Years Experience
AI Specialist
Cloud Expert

Professional Experience

Generative AI Consultant
Current
EY, Bangalore
Sep 2024 – Present
Bangalore, India

Leading AI consulting projects and implementing cutting-edge generative AI solutions for enterprise clients. Specializing in LLM integration and AI strategy development.

Key Achievements:
  • Led implementation of enterprise-grade LLM solutions
  • Developed AI strategy roadmaps for Fortune 500 clients
  • Built document analysis platform reducing manual review time by 80% using OCR and RAG
  • Developed RAQ automation platform reducing assessment time from 32 to 4 hours (87.5% improvement)
  • Implemented interactive chatbot platform with real-time question answering capabilities
  • Established CI/CD pipelines using Git, with AWS Services,Terraform & Kubernetes deployment
Senior Software Engineer – AI & DS
HCLTech, Noida
Aug 2022 – Aug 2024
Noida, India

Led team of 4 engineers building object detection models for DSLR cameras, focusing on aquatic life and insect species detection and classification models

Key Achievements:
  • Improved model performance reducing FPPI from 0.3 to 0.03
  • Enhanced recall and precision metrics from 72% to 87% through advanced augmentation techniques
  • Developed real-time deep learning models using PyTorch
  • Managed client interactions and project deliverables
Business Development Manager
CIS Pvt Ltd (Client- TCS ion), Noida
Aug 2019 – Feb 2020
Noida, India

Managed TCS GST-GSP services, E-Invoicing, E-Way Bill, and API Integration for enterprise accounts. Managed business development initiatives and client relationships in the technology sector.

Key Achievements:
  • Achieved 17% increase in revenue through strategic account management
  • Developed targeted lead generation strategies increasing qualified leads by 27%
  • Improved customer retention rates by 14%
Business Development Executive
WEP Digital Services Limited, Noida
Aug 2018 – Jul 2019
Noida, India

Led complete sales cycle from initial contact to contract execution. Executed business development strategies and market expansion initiatives.

Key Achievements:
  • Developed comprehensive sales roadmaps aligned with targets
  • Created tailored presentations addressing specific client pain points
  • Expanded client base through proactive outreach strategies

Skills & Expertise

Generative AI
LLMs
RAG
LangChain
Agents
Prompt Engineering
Agentic AI
ML/DL
CNN
RNN
Transformers
PyTorch
TensorFlow
YOLO
Cloud/MLOps
AWS
Azure
Docker
Kubernetes
GitLab CI/CD
Terraform
Libraries & Tools
Hugging Face
OpenCV
NumPy
Pandas
Scikit-learn

Certifications

AI-102 Microsoft Azure AI Engineer Associate

What I Offer

ML/AI Pipeline Development

Building production-ready machine learning and AI pipelines for enterprise applications with scalable architecture.

  • End-to-end ML pipelines
  • Model deployment
  • Performance optimization
Generative AI Solutions

LLM application development and implementation of advanced generative AI systems for business automation.

  • Custom LLM integration
  • RAG systems
  • AI chatbots
Cloud Deployment

Scalable cloud-based deployment solutions using AWS and Azure platforms with best practices.

  • Multi-cloud deployment
  • Auto-scaling
  • Cost optimization
MLOps Consulting

Best practices for MLOps implementation and scalable system design with continuous integration.

  • CI/CD for ML
  • Model monitoring
  • Infrastructure as Code

Featured Projects

Document Intelligence System
Production
Advanced OCR + RAG system for automated document analysis with 95% accuracy improvement over traditional methods.
OCR
RAG
NLP
Python
Azure
80% time reduction
RAQ Automation Platform
Production
Intelligent cybersecurity evaluation platform that reduced assessment time by 87.5% through ML automation.
Automation
Security
ML
Cloud
API
87.5% time reduction
Detection and Classification System For DSLRs
Completed
Computer vision system for aquatic and insect species detection using custom datasets and advanced CNN architectures.
Computer Vision
PyTorch
Custom Dataset
Detection
CNN
FPPI: 0.3 → 0.03
Interactive AI Chatbot
Production
Real-time question answering chatbot platform enabling SMEs to focus on high-risk items rather than routine assessments.
LLM
RAG
Chatbot
Real-time
API
Real-time responses
MLOps Pipeline Framework
Production
Comprehensive CI/CD pipeline using GitLab for automated testing and deployment with AWS Kubernetes scalability.
MLOps
CI/CD
GitLab
Docker
Kubernetes
Automated deployment
Apple Crop Disease Detection
Research
AI-based detection and classification model for apple crop diseases using computer vision and deep learning.
Computer Vision
Agriculture
Disease Detection
Research
Publication
Published research

Achievements & Recognition

EY Client Extraordinaire
Ernst & Young LLP
EY Client Extraordinaire Certificate

Recognized as Client Extraordinaire for serving as a trusted business advisor and creating exceptional value for clients. Acknowledged for commitment to excellence and role as an inspiration to coworkers.

May 2025
Client Excellence
Leadership

Publications

Development of AI-based Detection and Classification Model for Apple Crop Diseases
International Journal for Scientific Research & Development (IJSRD)
2023
Vol. 11, Issue 6
Computer Vision
Agriculture AI

Research paper on developing AI-based models for detecting and classifying diseases in apple crops using computer vision and deep learning techniques.

Get In Touch

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