Nuhirath Rafthia

Nuhirath
Rafthia

Personal Portfolio
Data Analyst Strategy Ops GTM Engineer
profile.json

"mission": ▊

"level": "Senior IC / Lead"

"stack": ["SQL", "Python", "Tableau", "Airflow"]

"location": "New York, NY"

0+ Sales reps supported
0% Repeat engagement lift
0+ Dashboards managed
0 Workflows automated
View Quest Map Open Contact Portal

Zone 01

Skills Village

Tools, technologies, and superpowers in active use

Data & Analytics

Expert
SQL Python Tableau Excel Pandas NumPy Jupyter Airflow Hadoop
92 / 100 XP

Business & Strategy

Advanced
GTM Operations Sales Ops Business Intelligence KPI Reporting Process Optimization Stakeholder Mgmt Workflow Automation
88 / 100 XP

Technical & Engineering

Proficient
ETL Pipelines Dashboard Dev Data Modeling Predictive Analytics Statistical Analysis Git / GitHub Large-Scale Processing
80 / 100 XP

AI & Emerging Tech

Specialized
Reinforcement Learning Neural Networks Product AI Quantum Data Methods Big Data Techniques
75 / 100 XP
Languages Unlocked
English Native Bengali Fluent Hindi Fluent Urdu Fluent Arabic Basic Spanish Basic

Zone 02

Experience Quest Map

Each role: a completed mission with measurable outcomes

July 2024 — Present

Global Strategy & Operations Analyst

LinkedIn · LMS GTM-Ops Advanced Data Team · New York, NY

Active
  • Built and maintained Tableau dashboards supporting 1,200+ sales reps with real-time visibility into campaign performance, operational KPIs, and sales analytics
  • Developed a dashboard framework linking engagement metrics, ticket activity, and revenue data to customer success outcomes and marketing ROI
  • Managed master reporting infrastructure spanning 50+ dashboards, improving cross-functional reporting consistency
  • Used SQL and Python to extract, transform, and analyze large datasets, improving lead conversion rates by 10%
  • Led migration of 160 workflows from Azkaban to Airflow, reducing pipeline failures and enhancing system reliability
  • Automated data pipelines using Darwin & Airflow, reducing manual reporting time by 20%
10% Lead Conversion ↑
20% Time Saved
160 Flows Migrated
Tableau SQL Python Airflow GTM Operations Darwin

July 2024 — Dec 2024

Apple Intelligence Technical Solutions Specialist

Apple · New York, NY

Complete
  • Analyzed product adoption patterns to optimize AI recommendation processes, driving a 96% customer satisfaction rate with Apple Intelligence features
  • Led customer education experiences around emerging AI technologies, resulting in a 20% increase in business lead generation
  • Delivered personalized consultative guidance, maintaining a strong client retention rate
Product Analytics AI Features Customer Success

Sept 2020 — May 2021

Data Science & Quantum Physics Researcher

CERN · Large Hadron Collider · Remote

Research
  • Analyzed proton-proton collision data from the ATLAS detector at 13 TeV, contributing to insights into Z boson and top-quark pair production
  • Applied big data techniques using Python (NumPy, Jupyter) to process massive LHC datasets, reducing data redundancy and processing time by 80%
Big Data Python / NumPy Particle Physics Research

June 2020 — Aug 2020

COVID Crisis Technology — Inventor

IBM · Remote

Complete
  • Built a real-time public assistance communication system using IBM technology and public health dataset analysis for epidemiological tracking
  • Collaborated with senior staff to release and iterate on an early-stage prototype
IBM Cloud Public Health Data Systems Design

Jan 2020 — June 2020

SWE — Deep Racer ML Competitor

Amazon Web Services · New York, NY

ML
  • Built an autonomous vehicle model using Reinforcement Learning and Neural Networks, racing on tracks against international opponents
  • Placed in the top 33% of performers globally
Reinforcement Learning Neural Networks AWS DeepRacer

Zone 03

Projects Lab

Built, tested, shipped — real impact from real work

Featured

LinkedIn GTM Master Dashboard

Architected a master reporting system spanning 50+ linked dashboards with visibility across 1,200+ sales reps. Integrated campaign performance, operational KPIs, and sales analytics into a single source of truth for global GTM teams at LinkedIn Marketing Solutions.

10% Lead Conversion ↑ 20% Time Saved 1,200+ Users
Tableau SQL GTM Ops KPI Design

Azkaban → Airflow Pipeline Migration

Led the migration of 160 complex data flows from Azkaban to Apache Airflow at LinkedIn, reducing pipeline failures and improving overall system reliability for marketing data operations.

160 Flows Migrated ↓ Pipeline Failures
Airflow ETL Darwin Pipeline Design

LHC Particle Collision Data Analysis

Processed and analyzed proton-proton collision events from CERN's ATLAS detector at 13 TeV. Applied big data techniques in Python to filter massive datasets, reducing redundancy by 80% and improving particle detection precision.

80% Redundancy Cut Z Boson Research
Python NumPy Jupyter Big Data

AWS Deep Racer — RL Autonomous Vehicle

Designed and trained a Reinforcement Learning model using a Neural Network system that raced autonomously on the AWS Deep Racer track against international competitors. Placed in the top 33% globally.

Top 33% Global RL + Neural Net
Reinforcement Learning AWS Neural Networks

IBM COVID Crisis Communication System

Built a real-time public assistance platform using IBM Cloud tools and public health datasets for epidemiological tracking, targeting affected geographies during the COVID-19 crisis.

Real-Time Data Geo Targeting
IBM Cloud Health Data Systems Design

NAO Robotics — ACMW Research

Contributed to NAO Robotics research for children with Autism at Columbia University as part of the ACMW Chapter — applying AI and robotics to assistive technology and social interaction systems.

Social Impact Robotics + AI
Robotics AI Columbia / ACMW

Zone 04

Education Tower

Levels cleared, knowledge earned, honors collected

Jan 2021 — May 2024 3.6 GPA

Columbia University

Coursework toward B.S./M.S. in Computer Science

Track: Intelligent Systems · New York, NY

NAO Robotics Research — Children with Autism ACMW Chapter Member Specialization: Intelligent Systems
July 2019 — Dec 2020 4.0 GPA

BMCC — Borough of Manhattan Community College

Associate of Science — Computer Science

Phi Theta Kappa — Honors Standing BMCC Achievers Award — Perfect GPA
Jan 2024 — June 2024 Certification

YearUp · Pluralsight · Wall St App Dev Training

Professional Development & Technical Training

Career development through 250+ corporate partners · New York, NY

250+ Corporate Partners Network Financial App Development Track

Zone 05

Achievements & Power-Ups

Unlocked milestones, standout metrics, and earned honors

Phi Theta Kappa

National Honor Society — awarded for academic excellence and honors standing at BMCC

BMCC Achievers Award

Awarded for achieving a perfect 4.0 GPA in Computer Science

1,200+ Rep Dashboard

Maintained enterprise reporting infrastructure supporting over 1,200 global sales reps at LinkedIn

CERN LHC Researcher

Contributed to particle physics research at one of the world's leading scientific institutions

AWS DeepRacer Global Top 33%

Competed internationally in reinforcement learning autonomous vehicle racing

96% AI Satisfaction Rate

Drove industry-leading customer satisfaction during Apple Intelligence product launch

Zone 06

Contact Portal

Ready to connect. Open to data, strategy, and ops roles.

Open to opportunities · NYC Metro & Remote

Let's build something
data-driven together.

Whether it's a strategy ops role, analytics position, or AI-adjacent work — I'm interested in teams that move fast on decisions backed by data.

Email

nuhirath@gmail.com

LinkedIn

Nuhirath Rafthia

GitHub

github.com/nuhiii
Quick Profile
Role target Data Analyst · Strategy Ops · BizOps · GTM Ops
Location NYC Metro · Remote-friendly
Core stack SQL · Python · Tableau · Airflow
Experience LinkedIn · Apple · CERN · AWS
Education Columbia University · BMCC (4.0)
Languages English · Bengali · Hindi · Urdu