Headline

Yield Data Analyst | Ex - Intel Fab 24 | MSC in Data Analytics | Python, ETL & SPC Engineering

About

I bridge the gap between physical semiconductor manufacturing engineering and advanced data science. With a Master’s degree in Data Analytics (CGPA 3.90) from Ireland and over two years of high-volume manufacturing experience as a Yield Data Analyst / Process Engineer at Intel Corporation (Fab 24), I specialize in transforming massive fabrication telemetry, metrology, and multivariate parametric test datasets into predictive models and actionable operational strategies. Throughout my career, my core focus has been eliminating manual engineering reporting frameworks by architecting robust, automated analytics pipelines. Whether utilizing Python to build machine learning anomaly detection models, programming in JMP Scripting Language (JSL) to optimize factory dashboards, or deploying advanced SQL infrastructure, I ensure data engineering directly drives yield optimization and excursion control. Following a temporary professional sabbatical to manage a comprehensive clinical recovery—for which I have achieved 100% full medical clearance—I have dedicated structured focus to aggressively upskilling my technical profile to match the modern AI landscape. Utilizing a local NVIDIA GPU-powered workstation and an integrated Raspberry Pi edge-node network, I have spent this period engineering open-source local data pipelines, text-to-speech voice cloning frameworks, and GenAI-driven analytics workflows. My core competencies include: 🔹 Yield amp; Semiconductor Analytics: Statistical Process Control (SPC), Root Cause Analysis (RCA), 14nm CMOS Fabrication, Inline Metrology, Failure Analysis. 🔹 Data Science amp; Machine Learning: Python (Pandas, NumPy, Scikit-Learn, Matplotlib, Seaborn), Isolation Forests, Random Forests, NLP (Sentiment Analysis). 🔹 Data Engineering amp; Tools: JMP (JSL), SQL Query Optimization, ETL Pipelines, Crystal Ball (Monte Carlo Simulation, DOE). 🔹 Business Intelligence amp; Automation: Power BI, Tableau, Advanced Excel, Interactive Telemetry Dashboards. Having permanently relocated back to Bengaluru, I am looking to bring my international Fab yield pedigree and updated Edge-AI toolset to a high-impact team within the regions elite semiconductor and hardware GCC ecosystems. Lets connect, or feel free to reach out directly at hityshnghorpade@gmail.com!

Location

Bengaluru

AI stack

claude

cursor

hugging face

langgraph

manus

mcp

Work experience

Process Engineer at Intel Corporation, Nov 2021 - Oct 2023 · 2 yrs, Ireland

Process Executive Customer Service at Infosys BPM, Aug 2021 - Oct 2021 · 3 mos, Ireland

Technician Administration at ORBIS Edu Services, Mar 2019 - Aug 2019 · 6 mos

Sentiment Analyst intern at Gfactors, Dec 2018 - Jan 2019 · 2 mos, Bangalore Urban, Karnataka, India

Social Media Strategist at 24/7 Customer, Jun 2014 - Feb 2015 · 9 mos, (Awarded Best Agent for Quality Assurance).

Education

Master of Science - MS, Data Processing, Dublin Business School

Master of Computer Applications - MCA, Computer Science, TeamLogics