Jigyashu Saravta
Software Consultant @ Energy Solutions International Consulting
About
Data Scientist & Engineer with a strong foundation in building robust, cloud-native solutions and enabling data-driven decision-making at scale. Graduated with an MS in Information Management from UIUC and AWS Certified as a Data Engineer Associate, I bring a blend of backend engineering, real-time pipeline development, and applied analytics to solve high-impact business problems. 🚀 Highlights Designed and deployed real-time data streaming pipelines using Apache Kafka, Spark Structured Streaming, and AWS (S3, Glue, Athena), handling 150K+ messages and reducing batch latency to <7s Optimized Neo4j graph databases with 10M+ nodes, tuning memory, indexing, and APOC, achieving 75% faster query performance Delivered a full-stack Azure pipeline for Olympic data analytics – automated ETL (ADF), transformed via Spark, and visualized insights in Tableau Achieved 90%+ model accuracy for NLP classification of multilingual tweets (Hinglish–English) using LSTM; published in a Scopus-indexed journal Built ML models and analytics dashboards that monitor part failure trends, customer sentiment, and system health for real-world clients 🎯 What I Offer I thrive at the intersection of data engineering and applied data science — helping teams move from raw, messy data to automated systems and actionable insights. I enjoy solving messy pipeline problems just as much as analyzing churn, optimizing models, or scaling systems in the cloud. Let’s connect if you're building real-time intelligence, cloud-native platforms, or anything that turns data into value.
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India
Information Technology & Services
Relational Databases, Microsoft Power BI, Airflow, PySpark, Apache Kafka, Apache ZooKeeper, Neo4j, Data Administration, Query Optimization, Cypher Query Language, Disaster Recovery, Data Preparation, Large Language Models (LLM), Amazon Web Services (AWS), Literature Reviews, Data Entry, Data Processing, Data Engineering, Azure Data Factory, Azure Data Lake
Experience

Data Engineer Intern
United States
Spearheaded the data foundation of clinical variables from 500+ medical studies to build a research-grade dataset powering the firm’s LLM for personalized lifestyle recommendations. Automated end-to-end data ingestion and preprocessing pipelines using Python (Pandas, NumPy), reducing manual effort by 80% and enabling faster implementation by the ML team. Improved LLM output relevance by 25% by advising on prompt design and curating higher-quality features for model conditioning, based on in-depth analysis of trial outcomes and metadata.

Data Engineer Intern
Engineered a LSTM-based NLP classifier using Python (Keras, NLTK) to detect code-mixed Hinglish vs. English tweets, achieving 90% accuracy and outperforming existing benchmarks on a 10,000+ tweets dataset. Enhanced Hinglish-to-English machine translation pipeline by 33%, improving semantic clarity and cross-lingual NLP performance for downstream tasks. Authored ‘Survey on Hinglish to English Translation and Classification Techniques’ research paper, published in IJRITCC 2023 (Elsevier Scopus indexed Journal).

Data Engineer Intern
India
Developed and deployed a Python-based sentiment analysis pipeline on 14,000+ product reviews using NLP preprocessing and Random Forest, achieving 83% accuracy on held-out test data. Delivered insightful sentiment breakdown reports to product teams, enabling data-driven prioritization of feature updates and customer experience improvements.
Jigyashu Saravta's Contact Information
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