Abhijeet L. - Consultant

Amravati, India

Experience

Apr 2025 - Present

9 months

Pune, India

Consultant

InfoGain

Built RAG solution with FAISS and AzureOpenAI managing AI safety with NVIDIA NeMo Guardrails
Developed FastAPI based ML application for NLP project from staging to production serving hundreds of thousands active users with MLOps on Azure
Built Ignis chatbot with generative AI integration bringing agentic platform excellence
Implemented traditional machine learning to generative AI solution
Built generative AI-based Azure Databricks code remediation agentic solution with SAS parser agent, code transpilation agent & self-code healing agent with Pydantic model
Built self-healing autonomous data engineering with Test-AutoGen & CrewAI, Dev-LangGraph and MCP architecture for orchestration intelligence
Built an autonomous API test agent with LangGraph and LLM
Built a Text-SQL AI agent with Azure AI, LangGraph, LangSmith, MCP server online encyclopedia research assistant

Nov 2021 - Apr 2025

3 years 6 months

Mumbai, India

Management Associate

Accenture

Performed credit card fraud detection in financial transactions (imbalanced data) with AWS MLOps using logistic regression, decision trees, ensemble learning (random forest) along with MLflow
Implemented credit risk modeling for probability of default (PD), loss given default (LGD), and exposure at default (EAD) with expected loss = 7.62
Developed BFSI customer churn prediction and MLOps with monitoring
Conducted exploratory data analysis and demand forecasting with machine learning for pharmaceutical clients
Applied LSTM for monthly sales forecasting to predict sales of retail clients
Orchestrated TensorFlow pipelines with Airflow with CI/CD integration writing DAGs
Built scalable ML pipelines on AWS SageMaker, GCP Vertex AI, and Azure ML with CI/CD
Created interactive dashboards & exploratory data analysis along with stakeholder management; built React.js dashboard for fraud from FastAPI+Swagger endpoints
Developed advanced SQL queries with optimized extraction & ETL
Conducted sentiment analysis of customer reviews with BERT model
Performed market basket analysis with Apriori algorithm and association rules
Deployed a GenAI bot on Databricks for bank policies leveraging word embeddings, fine-tuning, and LLAMA-3.3 70B instruct with recursive chunking
Performed image analysis with OCR using Azure AI Vision for intelligent document processing; extracted information from PDF & image documents then Gen AI as proofreader to fill data
Conducted regression analysis of marketing mix modeling (MMM) for KPI impact
Built a GenAI agent for form filling using retrieval-augmented generation (RAG) techniques with Flask backend

Summary

4 years of experience as Data scientist across various domains like Banking, Retail, Competitions (Kaggle), Heavy Analytics, Natural Language Processing & Generative AI (LLM).

Experience

Consultant

InfoGain

Management Associate

Accenture

Summary

Languages

Education

Sant Gadge Baba Amravati University

Bachelor of Engineering · Computer Science & Engineering · Amravati, India · 9.93 CGPA / 10

Certifications & licenses

AWS Certified Machine Learning - Specialty

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