Hi, I'm
Jayaram V
Software Development Engineer
I build distributed backends, low-level systems, and AI tooling.
About
I'm a software engineer specializing in backend systems, distributed architectures, and developer tooling. I've built storage engines, reverse proxies, and AI agents — with a focus on performance, reliability, and clean design. Currently an R&D Intern at Ericsson working on CI/CD analytics and AI-driven defect triage.
Experience
R&D Intern
Jan 2026 – PresentEricsson
- ▹ Architected ETL pipelines for ingesting and normalizing CI/CD build artifacts and JIRA ticket metadata across 20+ release cycles into analytics-ready datasets.
- ▹ Developed a layered defect classifier combining rule-based heuristics with semantic similarity and Sentence Transformer embeddings, achieving 0.72 precision on multi-version failure triage.
- ▹ Configured MCP server tooling and conducted root cause analysis on CI regression failures, taxonomizing 7 distinct defect categories via Gerrit commit-diff pattern mining.
- ▹ Building an AI agent to suggest fix recommendations for failing testcases by correlating defect patterns with historical Gerrit code changes.
Research
Portfolio Tokenization via Mean-Variance Optimization for Structured Asset Packaging
2026IEEE ICoICT 2026
- ▹ Proposed an optimization-driven framework for decomposing financial portfolios into risk-balanced tokenized packages.
- ▹ Developed an iterative PSO-based solver on Markowitz mean-variance model, achieving 90–95% tokenization efficiency across portfolios of 50–500 assets.
- ▹ Implemented on-chain realization via ERC-1155 smart contracts for immutable, auditable package representation on Ethereum.
Projects
Log-Structured Merge-tree key-value store with WAL + CRC32 checksums, skip list memtable, and SSTable compaction. Bloom filters, multi-level compaction, and WAL replay mirroring RocksDB/LevelDB.
Distributed microservices backend (5 services) with gRPC, API gateway, JWT auth, Redis-cached validation, and circuit breakers. Async embedding pipeline via RabbitMQ into Qdrant vectors with RAG query engine.
Real-time terminal chat with end-to-end encryption. X25519 key exchange + AES-256-GCM. Custom length-prefixed protocol over TLS with Bubbletea TUI.
From-scratch Bloom filter with murmur3 double hashing, bit-level uint64 storage, and thread safety via RWMutex. 12% faster lookups than bits-and-blooms/bloom.
Skills
Languages
Frameworks
Infrastructure
Databases
Tools
Achievements
- ▹ Winner – ETHGlobal (Agentic Ethereum, Feb 2025) – Best Implementation of Privy's Policy Engine
- ▹ Solved 300+ algorithmic problems on LeetCode, Codeforces, and HackerRank
- ▹ Supervised Machine Learning: Regression and Classification (Coursera)
- ▹ Smart Contracts (Coursera)
Education
B.Tech in Computer Science
2022 – 2026Indian Institute of Information Technology, Sri City
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