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sakshi2433/README.md

Hi, I'm Sakshi 🩰

I'm a final-year B.Tech student in AI & Machine Learning at BIT Mesra (CGPA: 8.7), building production-style systems that combine backend engineering, applied ML, and data storytelling — not just notebooks.

I've interned at two companies building real systems — an ERP procurement automation platform at AxisPoints, and a RAG-based document QA pipeline at Mecon Ltd. Since then I've been building larger, end-to-end projects on my own: multi-agent AI orchestration, a fairness-aware credit underwriting engine, and NL-to-SQL systems grounded in RAG.

Currently on the lookout for SDE and Data roles.


🔧 What I Work With

Languages & Tools Python SQL PostgreSQL Git Docker GitHub Actions Redis NGINX

Backend & Systems FastAPI SQLAlchemy Pydantic JWT REST Odoo

AI / ML / Agentic Systems LangChain LangGraph FAISS LightGBM Scikit-Learn PyTorch SHAP Fairlearn NLTK Prophet Transformers MLflow Evidently AI

Data & Analytics Pandas NumPy Power BI DAX Matplotlib Seaborn Plotly Streamlit React


🚀 Featured Projects

Production-style agentic system where a Planner, Research, Database, Code, and Synthesis agent collaborate to complete complex requests. Built on LangGraph for orchestration with human-in-the-loop approval checkpoints, step/budget limits, and loop detection. LangGraph FastAPI PostgreSQL Redis OpenRouter

End-to-end loan underwriting pipeline replicating a real bank's decisioning flow: a deterministic rule engine, a fairness-constrained LightGBM model (via fairlearn), per-applicant SHAP explanations, a manual review queue with RBAC, immutable audit logging, and live drift monitoring with Evidently AI. FastAPI LightGBM SHAP Fairlearn MLflow Evidently AI Docker

Procurement analytics platform combining a RAG-powered natural language query interface over spend data with statistical anomaly detection (duplicate invoices, vendor spend concentration, contract expiry alerts) and an optional Odoo ERP connector. FastAPI LangChain FAISS React PostgreSQL Odoo XML-RPC

Natural language–to–SQL engine grounded in a dual RAG pipeline (schema + business glossary), with a SQL validation layer, confidence scoring, and auto-generated visualizations for query results. FastAPI Groq (LLaMA 3) FAISS PostgreSQL Streamlit

More projects
Project What it does Stack
Walmart Sales Forecasting Forecasts weekly sales across 45 stores with holiday & seasonality features Prophet, Pandas, Streamlit
Retail Sales Insights Dashboard Multi-page Power BI dashboard with 15+ DAX KPI measures Power BI, DAX
E-Commerce SQL Analytics Cohort retention, CLV, RFM segmentation using advanced SQL PostgreSQL, CTEs, Window Functions
Customer Support NLP Analytics NLP-based analysis of customer support complaints Python, NLTK, Matplotlib

📬 Let's Connect

Email GitHub

Open to SDE, Data Analyst, and Data Scientist opportunities 👀

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  1. sakshi2433 sakshi2433 Public

    1

  2. ai-credit-underwriting-platform ai-credit-underwriting-platform Public

    Python 1

  3. multi-agent-ai-workflow multi-agent-ai-workflow Public

    Production-grade multi-agent AI workflow system built with FastAPI, LangGraph, PostgreSQL, Redis, and real-time web research.

    Python 1

  4. procurement-intelligence-engine procurement-intelligence-engine Public

    Python