Abhijeet L.

Consultant

Amravati, India

Experience

Apr 2025 - Present
8 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).

I have 2.5 years of experience in GEN-AI now building Agentic AI Product.

Languages

Hindi
Native
English
Advanced

Education

Oct 2017 - Jun 2021

Sant Gadge Baba Amravati University

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

Certifications & licenses

AWS Certified Machine Learning - Specialty

Need a freelancer? Find your match in seconds.
Try FRATCH GPT
More actions