Akshat Kumar
@akshatkumar
Sr. Data Scientist at Alight Solutions
Gurugram
Akshat Kumar is a Senior Data Scientist with over 14 years of experience in designing and developing advanced data science solutions. He specializes in Generative AI, Machine Learning, and NLP, with certifications in AWS Sagemaker and Azure ML. Akshat has a proven track record of architecting scalable AI solutions and MLOps pipelines across diverse domains.
Experience
Sr. Data Scientist
Alight Solutions
Building and deploying Gen AI solutions as a part of product feature/offerings. Designed and architected E2E chat applications using RAG based LLAMA agents. Developed SQL generation models from natural language and optimized CUDA memory for inference using PyTorch based LLMs.
Data Scientist
Cognizant Technology Solutions
Applied AIML for Survival Analysis (Time-to-Event) prediction for cancer patients. Designed and developed MLOps frameworks on Azure using Python and Azure CLI. Built AI/ML models for predicting application health using billions of logs per day.
Research-cum-Data Scientist
Tata Consultancy Services
Created chatbots for refinery information sharing using BERT and intent classification. Developed NER and Relationship Extraction models for organizational knowledge resources. Applied statistical modeling to identify cheat cases in computer-based tests and developed churn models for telecom operators.
Education
University Business School, Panjab University
MBA
Marketing & Finance
CRSCE Murthal, MDU Rohtak
Bachelor of Engineering
Mechanical
Panjab University
Certificate
French
Licenses & Certifications
AWS Certified Machine Learning - Specialty
AWS
Microsoft Certified: Azure Data Scientist Associate
Microsoft
Applied Data Science with Python (Specialization)
University of Michigan on Coursera
Deep Learning Engineer
Edureka
Python for Computer Vision with OpenCV and Deep Learning
Udemy