AI Engineer · MSc Data Science & AI

Building production-grade Generative AI systems — RAG pipelines, LLM alignment, and RLHF quality frameworks. I ship systems that measurably move the needle.

0 Years in AI/ML
0 LLM Projects
0 Accuracy Gain
agent_core.py
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Beyond the models.

AI Engineer with an MSc in Data Science & AI from the University of Liverpool. I specialise in building and evaluating production-grade Generative AI systems — the kind that don't just demo well, but actually hold up in the real world.

I've spent years auditing RAG-based NLP systems, wrangling multilingual LLM training pipelines, and building QA frameworks that catch what models get wrong before your users do.

Originally from Nagpur, I'm fluent in English, Hindi, and Marathi — which comes in handy when half your LLM projects are multilingual.

0%
Dataset accuracy improvement via RAG auditing
0%
Output consistency boost via QA frameworks
0%
Product engagement lift from data insights
0%
Guideline compliance across 14+ LLM projects

Where I've shipped.

Apr 2024
— Mar 2026

London, UK
Sigma AI
Data Strategy & Quality Analyst · Generative AI · RAG · RLHF · LLM Evaluation
  • Audited RAG-based NLP and Generative AI systems, reducing hallucinations and improving dataset accuracy by 18%
  • Served as Data Controller across 14+ multilingual LLM training projects, ensuring 100% compliance with safety & alignment guidelines
  • Built Power BI QA tracking frameworks → 27% consistency improvement across Agile sprints
  • Led a team of 4 reviewers evaluating prompt-response pairs and RLHF datasets at scale
Feb 2021
— Jan 2022

Bengaluru, India
Zummit Infolabs
Junior Data Scientist · Machine Learning · Python · Predictive Modeling
  • Deployed Python ML models for predictive maintenance → 15% reduction in downtime
  • Built customer segmentation models (K-Means, DBSCAN) → 27% increase in conversion rates
  • Analysed user behaviour datasets → 36% lift in product engagement

Things I've built.

The toolkit.

Languages
PythonSQL R
ML / Deep Learning
PyTorchTensorFlow Scikit-learnHugging Face LangChainLlamaIndex RLHF
Generative AI
OpenAI APIAzure AI RAG PipelinesPrompt Engineering LLM EvaluationAI Agents Vector DBs
Data & Tools
Power BIMLflow GitJira Agile

The foundations.

MSc Data Science & Artificial Intelligence
University of Liverpool, UK
2023
Machine Learning · Data Mining & Visualization · Applied AI · Bio-inspired Optimization
BE Electronics & Telecommunication
G.H. Raisoni Academy of Engineering & Technology
2021
Digital Signal Processing · Embedded Systems & Edge AI · Control Systems

What's happening in AI.

Let's Talk AI.

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