ParmodAI/ML Engineer

Resume

Parmod

AI/ML Engineer

Jhajjar, Haryana, India Open to Relocation and Remote International Roles

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One-page recruiter resume · PDF

Professional Profile

Reliable AI/ML Systems, From Model to Delivery.

AI/ML Engineer building reliable ML systems and Generative AI workflows.

Built a tested distributed runtime, RAG pipelines and governed model-serving controls using Python, FastAPI, Docker and Kubernetes.

Experience

Internship experience

Software Developer Intern - AI/ML

OpenQQuantify USA · Remote contract · 20 hrs/week

Jan 2025 - Jul 2025
  • Built CesiumJS + Flask workflows for 3D RF/IoT visualisation and integrated GNU Radio simulation workflows for engineering experiments.
  • Prototyped Dockerised QEMU/RISC-V communication and multi-agent circuit-design tooling with error handling, dynamic pin mapping and CI/CD safeguards.

AI Research Intern

Coding Jr (Code4Bots Technologies Pvt. Ltd.) · Remote · Part-time

Feb 2025 - Apr 2025
  • Coordinated a 10-member research team analysing AI Co-Pilot opportunities across recommendation, customer-support, logistics and operational workflows.
  • Synthesised findings into a technical integration study covering AI use cases, system components, automation opportunities and implementation considerations.

Data Science Intern

Innomatics Research Labs · Remote

Sep 2024 - Dec 2024
  • Built RAG/NLP workflows with LangChain, FAISS and Gemini 1.5 Pro, covering retrieval, summarisation and assistive question-answering.

Data Science Intern

Acmegrade Pvt. Ltd. · Remote

Jul 2024 - Sep 2024
  • Built car-price and Parkinson's prediction projects using feature engineering, model comparison and scikit-learn evaluation workflows.

Current work

Independent engineering projects

Jul 2025 - Present

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

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

Engineering Evidence

Selected Engineering Systems

Advanced Distributed System

Built bounded async/CPU execution, SWIM-style membership, consistent-hash routing, causal CRDT replication, SQLite WAL recovery, etcd coordination and TLS 1.3/mTLS.

439 tests passed with 8 skippedReview System →

CreditScoreV4 ML Governance

Implemented independent data-quality, drift, fairness, artifact-integrity, monitoring, staged-promotion and rollback controls around a FastAPI scoring path.

Versioned v1.0.1 release with explicit synthetic-data and non-regulatory scope boundaries.Review System →

RetentionOS

Combined behavioural events, SQL analytics, DAU/WAU/MAU, funnels/cohorts, calibrated churn prediction and governed A/B testing in a service-oriented platform.

167 backend tests passed with 4 skippedReview System →

AXIOM Portfolio Intelligence

Combined constrained portfolio optimisation, risk analytics, FinBERT/FAISS retrieval and evidence-grounded AI commentary with graceful degradation.

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