Resume

Parmod

AI/ML Engineer

Jhajjar, Haryana, India Open to remote international roles and contracts

Professional Profile

Tested AI Systems, From Model to Production.

AI/ML Engineer building tested AI applications, analytics platforms and production-oriented ML infrastructure.

Experienced with Python, SQL, FastAPI, RAG, model evaluation, Docker, Kubernetes, AWS and observable delivery through internships and independently engineered systems.

Experience

Internship experience

Software Developer Intern - AI/ML

OpenQQuantify USA · Remote

Jan 2025 - Jul 2025

Built and integrated ML, LLM, RF/IoT visualization and emulation prototypes across Flask services.
Improved delivery readiness through Dockerized tooling, explicit error handling, CI/CD workflows and technical documentation.

AI Research Intern

Coding Jr / Code4Bots Technologies Pvt. Ltd. · Remote

Feb 2025 - Apr 2025

Evaluated AI copilot workflows, automation opportunities and product integration patterns.
Translated technical findings into an evidence-led engineering and business presentation.

Data Science Intern

Innomatics Research Labs · Remote

Sep 2024 - Dec 2024

Built RAG and NLP workflows using LangChain, vector retrieval and LLM APIs.
Applied advanced data analysis and machine-learning evaluation and documented technical findings.

Data Science Intern

Acmegrade Pvt. Ltd. · Remote

Jul 2024 - Sep 2024

Built supervised-learning workflows for car-price and Parkinson's prediction problems.
Compared feature engineering and model-evaluation approaches through reproducible analysis.

Current work

Independent AI/ML Engineer — Project-Based Engineering

Jul 2025 - Present

Self-directed portfolio engineering work; not employment or paid client engagements unless explicitly identified otherwise.

Building versioned systems across product analytics, distributed reliability, ML governance and evidence-grounded AI.

Engineering Evidence

Selected Engineering Systems

RetentionOS

Joined behavioral events, SQL analytics, retention and funnel analysis, calibrated churn prediction and governed A/B testing.

167 backend tests passed with 4 skippedReview System →

Resilient Distributed Runtime

Combined bounded execution, cluster membership, causal CRDT replication, durable recovery, mTLS, observability and chaos testing.

439 tests passed with 8 skippedReview System →

AXIOM Portfolio Intelligence

Evaluated constrained portfolio strategies and produced source-grounded explanations without allowing generated text to change allocations.

Walk-forward evaluation showed equal weighting leading on return and SharpeReview System →