$ whoami

Ayush Mandowara | New Delhi
ayushxx7@gmail.com | LinkedIn | GitHub

Machine Learning Engineer with 6+ years of experience building scalable solutions across NLP, GenAI, and Deep Learning. Currently a Lead Software Engineer (GenAI) at Virtusa, working on enterprise-grade conversational agents at scale.

I have proven expertise in deploying LLM services, managing MLOps pipelines, and driving cross-functional product development. My background includes building high-revenue GenAI products from scratch, scaling LLM services to 100K+ requests/day, and leading AI initiatives at adeptmind.ai and BlueStacks.

Let's build, automate, and innovate — together.

$ cat education.txt

[CERT]

Product Management & Agentic AI

IIT Patna x Masai

Bihar, India

6 months

Patna, India

[CERT]

Advanced Generative AI Certification

upGrad & Microsoft

Online

7 months

Online

[MASTERS]

Master's in Machine Learning and Artificial Intelligence

Liverpool John Moores University, United Kingdom

United Kingdom

Jul’22 to Nov’22

Liverpool, UK

[PGD]

PG Diploma – ML and AI

International Institute of Information and Technology Bangalore

Karnataka, India

Jun’21 to Jun’22

Bangalore, India

[BTECH]

B. Tech (Computer Science)

Maharaja Surajmal Institute of Technology, GGSIPU

Delhi, India

May’15 to Jun’19

Delhi, India

$ printenv | grep --skills

# Machine Learning
Linear/Logistic RegressionXGBoostSVMClustering (K-Means, DBSCAN)Time Series
# Deep Learning
CNNRNN, LSTM, GRUTransfer LearningTransformers
# Generative AI
OpenAI (GPT-4/o/mini)SORAGrokLangChainRAGPrompt EngineeringAgentic AI
# NLP
BERT, distilBERTspaCyHuggingFaceLexical/Semantic/Syntactic Parsing
# Cloud & MLOps
AWS (SageMaker, S3)GCP, BigQueryDocker, KubernetesJenkinsPrefect
# Languages & Frameworks
Python, JavaScript, DartFlask, Django, FastAPIReact, MCP, A2A