Looking for a job

Singer Sinha

@singersinha

Message

I build enterprise Agentic AI and machine learning systems that automate analytics and data operations.

India

Message

What I'm looking for

I'm looking to lead and build scalable, production-ready Agentic AI and machine learning systems that modernize enterprise analytics, automate data operations, and create measurable business impact.

At Accenture, I architect and deploy enterprise Agentic AI systems using LangChain, AutoGen, and LangGraph, automating analytics workflows that previously required 3–5 FTEs. I lead ML engineers and data scientists while setting the technical roadmap for AI modernization.

I've built a multi-agent SQL planner with RAG and vector search that cuts ad-hoc query turnaround from days to minutes, metadata extraction bots that accelerate data catalog population by about 70%, and agentic ETL troubleshooters that detect, diagnose, and escalate pipeline failures.

Across Capgemini, Xoriant, Cognizant, Infosys, and Accenture, I've delivered fraud detection, NLP classification, recommendation engines, predictive models, ETL pipelines, Tableau analytics, and enterprise software solutions. I bring 11+ years across ML, analytics, BI, and engineering, combining hands-on production delivery with team leadership.

Experience

Work history, roles, and key accomplishments

Current

Associate Manager – AI & ML

Current

Accenture

Feb 2025 - Present (1 year 7 months)

Architect and deploy enterprise-grade Agentic AI systems using LangChain, AutoGen, and LangGraph, automating analytics workflows previously requiring 3–5 FTEs. Built a multi-agent SQL planner with RAG and vector search that reduces ad-hoc query turnaround from days to minutes.

Lang Chain LangGraph AutoGen N8n RAG Vector Search Python SQL Agentic AI Multi Agent Pipelines Team Leadership

Data Scientist Specialist / Data Analyst

Capgemini

Dec 2022 - Feb 2025 (2 years 2 months)

Built and productionized an Email Fraud Detection classifier using NLP, TF-IDF, and logistic regression, achieving 94%+ precision. Engineered end-to-end ML pipelines and designed interactive Tableau dashboards, reducing manual reporting effort by 60%.

NLP TF IDF Logistic Regression scikit learn TensorFlow Collaborative Filtering Matrix Factorization Tableau Feature Engineering Hyperparameter Tuning Model Evaluation SHAP Python SQL

Senior Software Engineer (Team Lead)

Xoriant

Oct 2021 - Dec 2022 (1 year 2 months)

Led a development team delivering data engineering and analytics solutions for enterprise clients. Designed and optimized ETL pipelines and data warehousing solutions, improving data reliability and throughput.

Data Engineering ETL Data Warehouse Team Leadership SQL

Application Development Team Lead

Accenture

Apr 2021 - Oct 2021 (6 months)

Managed a cross-functional development team building enterprise analytics applications. Drove process improvements and agile delivery practices that increased team velocity by 20%.

Agile Scrum Team Leadership Analytics

Tableau Developer & Team Lead

Cognizant Technology Solutions

Apr 2018 - Apr 2021 (3 years)

Pioneered ML adoption within the BI team by building a proof-of-concept Logistic Regression model for customer churn prediction with 82% accuracy. Led a team of 6 developers delivering Tableau BI solutions across multiple enterprise client engagements.

Tableau SQL Python Logistic Regression Statistical Analysis predictive modeling Team Leadership Data Visualization

System Engineer

Infosys

Dec 2014 - Apr 2018 (3 years 4 months)

Delivered large-scale enterprise IT solutions with a growing focus on data processing, analytics, and statistical reporting. Built foundational expertise in SQL, data pipelines, and analytical problem-solving.

SQL Data Pipelines Analytics Statistical Reporting