Ritik Pratap Singh — Data Engineer
I build the infrastructure that makes AI actually work in production. With 4+ years of enterprise data engineering experience prior to my Master’s, I don’t just train models—I architect the scalable, fault-tolerant pipelines required to deploy them at an enterprise level. Currently completing my MS in Data Science at the University of Maryland (May 2026), my focus is squarely on advanced ML systems, NLP, and applied AI research, including building complex predictive models for critical workforce management. Throughout my roles at Clarista, Groww, Infosys, and Hexaware, I have focused on solving hard data architecture problems. I have engineered real-time streaming systems processing 10M+ events daily, optimized cloud data warehouses for massive cost reduction, and built enterprise-grade RAG architectures that move beyond basic API wrappers to handle complex, unstructured data at scale. Core Technical Stack: - Data Engineering: Spark, PySpark, Kafka, Airflow, Databricks - Cloud Infrastructure: AWS (Glue, Bedrock, Redshift, Lambda), Azure, GCP, Snowflake - AI & Machine Learning: TensorFlow, PyTorch, XGBoost, LLMs, Advanced RAG architectures - Visualization & BI: Tableau, Power BI, Apache Superset Whether it's untangling a legacy data swamp or deploying generative AI solutions that accelerate business reporting, I bridge the gap between theoretical data science and production-ready engineering.
Stackforce AI infers this person is a Data Engineer specializing in AI and Data Infrastructure for enterprise applications.
Location: College Park, Maryland, United States
Experience: 6 yrs 4 mos
Skills
- Data Engineering
- Cloud Infrastructure
- Ai & Machine Learning
Career Highlights
- Expert in architecting scalable AI pipelines.
- Proven track record in real-time data processing.
- Strong foundation in advanced ML systems and NLP.
Work Experience
Speridian Technologies
Data Engineer Intern (9 mos)
Hexaware Technologies
Data Science Intern (3 mos)
University of Maryland
Graduate Research Assistant (8 mos)
Clarista Inc.
Senior Data Engineer (8 mos)
Groww, India
Senior Data Analyst (11 mos)
Data Analyst (11 mos)
Infosys
Digital Specialist Engineer (9 mos)
Infor
Analyst (6 mos)
vivo India
vivo Training Inten (6 mos)
Microsoft
Microsoft Student Partners[Beta] (1 yr 11 mos)
Microsoft Student Partners[Alpha - 2] (6 mos)
Microsoft Student Partner [Alpha - 1] (4 mos)
GitHub
Github Campus Expert (10 mos)
Udacity
Scholar (1 yr 3 mos)
Internshala
Campus Ambassador (2 yrs 2 mos)
Quark BITS Pilani Goa
Campus Ambassador (1 yr)
HackerEarth
Campus Ambassador (2 yrs 1 mo)
LKL - Life Coach Lokesh
Campus Ambassador (1 yr)
Viden.io
Campus Ambassador (9 mos)
EduThrill
Campus Ambassador (4 mos)
VIT_Vellore Institute of Technology
Campus Ambassador (3 mos)
Thomso, IIT Roorkee
Campus Ambassador (1 yr 7 mos)
Amarpushp Educational And Welfare Society
Student Intern (1 mo)
ENTHIRAN Technical club
Event Coordinator (0 mo)
GNIX
General Secretary (1 yr)
Lingo Freak (Literary Club)
Marketing Coordinator (0 mo)
Loop (Coding Club)
Software Developer (0 mo)
Galgotias Sponsorship Club
Marketing Coordinator (0 mo)
Education
Master of Science - MS at University of Maryland
Bachelor of Technology at GALGOTIA S COLLEGE OF ENGINEERING AND TECHNOLOGY, GREATER NOIDA
Intermediate at Seventh-Day Adventist Senior Secondary School
High School at Seventh-Day Adventist Senior Secondary School
