Abhijeet L.
Consultant
Experience
Apr 2025 - Present
8 monthsPune, 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 monthsMumbai, 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
NativeEnglish
AdvancedEducation
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
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