Shlok Gilda
Graduate Research Assistant
Gainesville, Florida, United States
Summary
👤
Senior🎓
Top SchoolShlok Gilda is a PhD-level researcher and engineer with 10 years of experience building ML-driven systems that tackle real-world security challenges, currently advancing NLP and temporally-aware knowledge graphs at the University of Florida. He blends academic rigor with production engineering, having led projects from an IARPA-funded neuro-symbolic CTI extractor to an end-to-end ML pipeline that classified cryptographic strength on a 300k+ encrypted-file dataset. His work probes the social dimensions of software security—correlating sentiment, toxicity, and communication dynamics with vulnerability management—and resulted in FORCE, a framework for temporal OSS risk analysis. Practically-minded, he’s shipped backend systems across startups and blockchain platforms (from OAuth integrations and Cassandra-backed services to REST APIs for Ethereum) and contributes to notable open-source projects like leopardslab/gocloud and OpenGenus/cosmos. He also engineered an LLM-based two-stage validation loop to detect and correct factual hallucinations, showing a knack for combining cutting-edge models with rigorous verification. Based in Gainesville, FL, Shlok bridges research, secure engineering, and open-source collaboration to turn complex security problems into auditable, deployable solutions.
10 years of coding experience
3 years of employment as a software developer
Bachelor of Engineering - BE, Computer Science, Bachelor of Engineering - BE, Computer Science at Pune Institute of Computer TechnologyDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of Florida
English, Hindi, Marathi, Gujarati
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (15)
algorithm10
go10
aws10
python10
cryptography10
data-structure9
data-structures9
json9
api8
apidoc8
cloud-computing7
authentication7
user-authentication7
digitalocean5
sorting-algorithms3
Programming languages (10)
Github contributions (5)
leopardslab/gocloud
Mar 2018 - Jun 2018
☁️ Go API for open cloud
Role in this project:
Back-end Developer
Back-end DeveloperContributions:62 commits, 22 PRs, 16 comments in 2 months
Contributions summary:Shlok primarily focused on back-end development, as evidenced by the renaming of configuration files and modification of core cloud provider logic. Their contributions included the refactoring of configuration files, updating authentication mechanisms for AWS, and integrating new functionalities within the core cloud provider interface. The user also resolved merge conflicts, demonstrating familiarity with collaborative development workflows.
golangapigcpopen-cloudcloud
OpenGenus/cosmos
Nov 2018 - Mar 2019
World's largest Contributor driven code dataset | Used in Quark Search Engine, @OpenGenus IQ, OpenGenus Visual Project
Role in this project:Backend Developer
Backend DeveloperContributions:8 commits, 4 PRs, 7 comments in 3 months
Contributions summary:Shlok contributed to the `cosmos` repository by updating the atbash cipher code in Python, including refactoring and resolving merge conflicts. The code changes focused on improving the functionality and formatting of the cryptography code, demonstrating a focus on enhancing a specific module within the project. These edits suggest a role centered around code maintenance and improvement of the existing codebase.
datastructuresinternshipcontributordatasetopengenus
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