Sohom Bose
Senior Software Engineer @ Meta | Founder, SB7 Inc
- Role
- Senior Software Engineer at Meta
- Location
- East Brunswick, NJ, US
- LinkedIn followers
- 500 followers
About Sohom Bose
On the FAIR Foundations team at Meta AI, building data infrastructure and evaluation systems for LLaMa and multimodal AI models within Meta Superintelligence Labs (MSL).Worked on building high-volume Fraud & Risk systems at JPMorgan Chase, developing Java backend pipelines that power real-time financial decisioning. My work centers on distributed systems, performance optimization, and reliable, low-latency production services at scale.At Fidelity Investments, I helped strengthen an internal Search Engine platform through Spring Boot enhancements and improved an Asset Management UI using Angular, React, HTML, and JavaScript, increasing partner engagement.I hold a Bachelor’s in Computer Science from the University of Maryland and apply a strong foundation in performance testing and monitoring (JMeter, Datadog) to build scalable, high-quality systems focused on real-world impact.Engineer by day, Lakers and Packers fan always.
Experience
Senior Software Engineer
Mar 2026 — Present
Built a multi-modal evaluation system for LLaMA Visual2Code models within Meta Superintelligence Labs (MSL) using Python (asyncio, multiprocessing), scoring generated code from chart images via weighted semantic + visual similarity metrics across 4,800+ evaluations and 22 chart types, improving benchmark reliability Designed and implemented reward calibration logic using DINO-based similarity signals in Python, integrating with RL training loops to increase sensitivity of feedback signals and improve model quality across iterations Optimized large-scale dataset querying (500M+ rows) using Presto + partitioning strategies, eliminating out-of-memory failures and unblocking GPU-based training/evaluation pipelines Developed high-performance data ingestion systems in Python leveraging async I/O, atomic file writes, and parallelized subprocess execution (curl-based), reducing I/O overhead by 80%+ for the 1.5M+ row MMLottie dataset(Contracted via TEKsystems)
Education
East Brunswick High School
High School Diploma
2016 — 2019
University of Maryland
Bachelor of Science - BS, Computer Science
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.