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Ankit Raj

@ankitraj15

AI/ML Intern at InAmigos Foundation building and tuning ML pipelines; reduced chatbot hallucinations by ~30% with reranking and guardrails.

India

Message

What I'm looking for

I’m seeking to design, evaluate, and deploy AI agents to automate business processes.

At InAmigos Foundation, I build and tune end-to-end machine learning pipelines using Python, Scikit Learn, and XGBoost. My work has improved model accuracy by up to 18% compared with baseline.

I built a continuous RAG chatbot with LangGraph, FastAPI, and Chroma/FAISS. By implementing reranking and guardrails, I reduced hallucinations by about 30%, and used LangSmith to track evaluation results.

For the chatbot, I also implemented SQLite checkpointed memory to restore conversation threads, along with a Streamlit interface featuring token-level streaming and human approvals. I packaged the async FastAPI service with Docker.

My projects also include a ReAct research agent with web search and a bespoke weather API, and Krishix, an AI farm advice mobile application. I’m seeking to design, evaluate, and deploy AI agents that automate business processes.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Intern

Current

InAmigos Foundation

Aug 2026 - Present (2 months)

Improved model accuracy by up to 18% compared to baseline. Built and tuned end to end ML pipelines using Python, Scikit Learn and XGBoost.

Python scikit learn XGBoost Machine Learning Feature Engineering Model Evaluation

Data Analyst Intern

Bluestock Fintech

Apr 2026 - May 2026 (1 month)

Identified anomalous patterns across 100 companies by building a Financial Health Scoring engine. Automated daily scoring and refreshing of data for all 100 companies using a FastAPI service with Celery and Redis.

scikit learn Isolation Forest K Means Anomaly Detection Clustering fastAPI Celery Redis Financial Analysis

Machine Learning Intern

Fox Trading

Mar 2024 - Apr 2024 (1 month)

Achieved F1 scores greater than 0.85 for classification tasks. Improved order volume prediction by about 20% by building and tuning models in Python and Scikit Learn.

Python scikit learn Machine Learning Classification Feature Engineering Model Evaluation

Education

Degrees, certifications, and relevant coursework

Gurukul Kangri University

Bachelor of Computer Science and Engineering, Computer Science and Engineering

Bachelor of Computer Science and Engineering degree from Gurukul Kangri University, completed in 2026. Studied machine learning, artificial intelligence, deep learning, big data analytics, cloud computing, data structures, SQL, and Python.