AnkitMandusia
From: India
Location: Jaipur, IN
On Useme since 27 September 2025
About me
I am an AI/ML Engineer specializing in building customer-facing AI solutions such as chatbots, semantic search engines, RAG pipelines, and predictive analytics models. My expertise lies in transforming business data into scalable, cost-optimized, and intelligent applications.
With hands-on experience in Python, Pandas, SQL, and cloud platforms (AWS, GCP, Azure), I have delivered projects ranging from LLM-based knowledge assistants to machine learning models for revenue optimization.
🔹 What I bring to clients:
Generative AI & LLMs – RAG systems, LangChain, Vector Databases
Machine Learning & Data Analytics – Predictive modeling, Regression, Hypothesis Testing, A/B Experiments
Cloud & Deployment – AWS Bedrock, FastAPI, Streamlit, scalable inference pipelines
Real-world Results – Improved model accuracy, reduced hallucinations in LLMs, optimized business decisions with data-driven insights
I am passionate about creating practical AI tools that not only showcase innovation but also deliver re
Portfolio
Developed a multi-agent retrieval-augmented generation (RAG) system using LangChain and Mistral-7B for SEC filing analysis. Features include:Translating user queries into interactive data visualizations with Plotly.
Architected and built the Veracity Engine, a voice-interactive AI fact-checker using LangChain and the Gemini 2.5 Flash API to deliver nuanced, evidence-backed verdicts from real-time web searches.
Created a voice-interactive fact-verification AI using LangChain and Gemini 2.5 Flash API. Highlights: 1. High-reliability RAG pipeline with Self-Consistency to reduce hallucinations. 2. Real-time evaluation with transparent quality scores.
ML for Taxi Revenue Optimization
Built multiple linear regression models to optimize taxi revenue, achieving:
1. R² = 0.84, improving fare estimation by 28%.
2 Detailed ROI analysis, feature engineering, and A/B testing on 100K+ trip records