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Yaansa Brijwasi

@yaansabrijwasi

Message

I’m an AI-focused computer science student applying ML/Generative AI to finance controllership and risk analytics.

India

Message

What I'm looking for

I want to grow in finance by applying AI/ML to Controllership process transformation—building explainable risk and analytics workflows, collaborating with finance stakeholders, and using automation to improve reporting and compliance.

I’m a final-year Computer Science undergraduate (AI specialization) applying machine learning and Generative AI to real-world analytical problems. I build explainable models and dashboards—turning risk and forecasting logic into decision-ready workflows using Python and ML techniques.

In projects like my AI Placement Risk Intelligence Platform, I created an end-to-end pipeline for education-loan risk scoring with XGBoost and SHAP, plus a real-time scenario-simulation dashboard. I also built an AI Demand Forecasting System using a hybrid approach with ARIMA and XGBoost (including data-driven performance measured by MAPE). Alongside this, I’ve used AI-assisted development tools (Claude and GitHub Copilot) in freelance engagements, and I’m seeking a Finance Trainee Apprentice role to apply AI/ML to Controllership process transformation.

Experience

Work history, roles, and key accomplishments

Current

Freelance Frontend & AI Developer

Current

Self-Employed

Jan 2024 - Present (2 years 6 months)

Applied AI-assisted development workflows using Claude and GitHub Copilot across client engagements, integrating automation into delivery pipelines to improve efficiency.

Claude GitHub Co Pilot AI assisted Development Automation

GenAI Data Analytics Virtual Experience

Tata Group

Jan 2026 - Present (6 months)

Participated in Tata Group's GenAI-powered data analytics virtual experience (2026).

Investment Banking Virtual Experience

JPMorgan Chase & Co.

Jan 2026 - Present (6 months)

Participated in JPMorgan Chase & Co.'s Investment Banking virtual experience (2026).

AI Placement Risk Intelligence Platform

TenzorX 2026 Hackathon

Jan 2026 - Present (6 months)

Built an end-to-end ML pipeline to generate explainable education-loan risk scores and designed a real-time scenario-simulation dashboard for stakeholders to adjust parameters and observe dynamic outputs.

Python XGBoost SHAP Streamlit

McKinsey Forward Program

McKinsey & Company

Jan 2026 - Present (6 months)

Participated in the McKinsey Forward Program (2026).

Education

Degrees, certifications, and relevant coursework

Maharana Pratap Engineering College

Bachelor of Technology (B.Tech), Computer Science Engineering (AI Specialization)

2023 -

Grade: CGPA: 7.0

Pursuing a B.Tech in Computer Science Engineering with an AI specialization (Aug 2023–May 2027), maintaining a CGPA of 7.0. Relevant coursework includes Machine Learning, Financial Markets, Database Management Systems, and Data Structures & Algorithms.