Piyush Sukhija

AI Researcher

New Delhi, Delhi, India6 yrs 7 mos experience
AI EnabledHighly Stable

Key Highlights

  • Expert in Generative AI and predictive modelling.
  • Proven track record in architecting scalable AI systems.
  • Strong leadership in mentoring data science teams.
Stackforce AI infers this person is a SaaS and Fintech expert with a focus on AI-driven solutions.

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Skills

Core Skills

Generative AiPredictive ModellingMachine Learning

Other Skills

Agentic AI DevelopmentAirflowAlgorithmsAmazon Web Services (AWS)Artificial Intelligence (AI)Attention to DetailAzure Document IntelligenceCommunicationComputer VisionData AnalysisData ScienceData StructuresData VisualizationDeep LearningDesign Thinking

About

I am a Lead Data Scientist specialising in transitioning Enterprise AI from isolated models to scalable "Compound AI Systems." My passion lies in "Product-Led AI"—bridging the gap between technical feasibility and commercial viability. I focus on solving the "Last Mile" of automation using LLMs, GraphRAG, and Computer Vision to deliver hard financial savings and enhance client value delivery. Beyond the code, I am a strategic leader who enjoys translating probabilistic risk into business strategy for non-technical stakeholders. I advocate for AI governance, ensuring high-quality coding standards and reproducibility across projects. Key Areas of Expertise: - Generative AI & NLP Solutions: Designing LLM-based agents (GPT-4o, Llama-3) to synthesise complex information and extract insights from unstructured data. - Dynamic AI system solutions: Desiging system that can be quickly modified to cater to different domains across extraction for complex documents like contracts, invoices, with varying output requirements. - Predictive Modelling: Building XGBoost and Quantile Regression models for financial forecasting and risk mitigation. - Technical Leadership: Mentoring data scientists in MLOps, fostering a collaborative culture, and driving cross-functional alignment.

Experience

6 yrs 7 mos
Total Experience
3 yrs 11 mos
Average Tenure
2 yrs 8 mos
Current Experience

Exl

Lead Data Scientist

Oct 2023Present · 2 yrs 8 mos · Gurugram, Haryana, India · Hybrid

  • Architected a multi-tenant extraction and reconciliation platform utilising LangGraph and NLP. Engineered dynamic Pydantic schema engines to enable self-service client onboarding and strict data isolation across global tenants.
  • Developed a robust Predictive Revenue Assurance Engine utilizing XGBoost and Quantile Regression to forecast cash flow risks and generate probabilistic risk-spreads for proactive financial intervention.
  • Engineered an autonomous "Analyst Agent" combining SQL, Vector Databases, and Web Search via LangGraph to synthesise multi-modal data and automate complex ad-hoc business intelligence reporting.
  • Designed a dual-path "Vision-Native" extraction module using Qwen3-VL and Azure Document Intelligence to process high-fidelity spatial data from unstructured and purely image-based financial assets.
Generative AIAgentic AI DevelopmentPredictive Modelling

Career break

Professional development

Jul 2023Sep 2023 · 2 mos

  • Focused on upskilling in Generative AI, Deep Learning, and cloud-based tools like AWS.
  • Completed certifications in advanced AI/ML courses, PG Diploma and MS.

Tata consultancy services

Data Scientist

Jul 2019Jun 2023 · 3 yrs 11 mos · Gurugram, Haryana, India · On-site

  • Actively engaged in creating ML/NLP models and their deployment on cloud/Local services.
Amazon Web Services (AWS)Python (Programming Language)Machine Learning

Indian oil corporation limited

Software Engineer Intern

Jun 2018Aug 2018 · 2 mos · New Delhi Area, India

  • Developed predictive models for optimizing fuel logistics.
  • Conducted data analysis on operational data using Python to identify bottlenecks in delivery systems.

Unique touch solutions

Machine Learning Intern

May 2017Jul 2017 · 2 mos · Delhi, India · On-site

  • Created a machine learning model for sentiment analysis using sklearn.
  • Gained hands-on experience in Python, scikit-learn, and TensorFlow.

Education

Liverpool John Moores University

Master of Science - MS — Machine Learning and Artificial Intelligence

Jun 2022Dec 2023

International Institute of Information Technology Bangalore

Post Graduate Diploma Degree — Machine Learning and Artificial Intelligence

Jun 2022Jun 2023

Bharati Vidyapeeth's College of Engineering

Bachelor of Technology - BTech — Computer Science

Jun 2015Jun 2019

Kendriya Vidyalaya

Senior Secondary Education

Apr 2003Apr 2015

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