Jaffrey

Systems Software Engineer

Software Engineer - II (Language Engineering) at DeepSource (2025-08 – Present)

• Resolved core async and event-loop issues across Autofix and agent workflows, enabling stable parallel execution and improving reliability of automated code review pipelines.
• Built memory-aware AI review by retrieving repository memories from diff summaries and injecting ranked enforcement, suppression, and contextual signals into agent prompts.
• Implemented merge-aware incremental diffing using synthetic bases and hunk-level filtering, eliminating noise from base-branch merges and avoiding redundant re-analysis.
• Improved AI review precision through enhanced false-positive filtering, impact analysis, diff-context validation, accurate line attribution, and higher quality review explanations.
• Architected a staged AI code-review pipeline with parallel per-file review, selective Autofix orchestration, and bounded concurrency, balancing latency, token cost, and review quality through context-aware prompting.

Compiler Engineer at EdgeCortix (2024-06 – 2025-08)

• Developed optimized C99 TensorFlow kernels for an ARM-based MCU, achieving a 4% average speedup and up to 16% max speedup for Pack workloads over the original TFLite implementation.
• Designed a backend compiler-pass-based framework for validating intermediate model outputs, reducing debugging time by orders of magnitude.
• Built an automated x86-to-MCU testing pipeline for model validation, replacing manual test generation and accelerating MCU testing throughput by nearly 5X.
• Implemented multiple graph rewrite passes to map subgraphs onto target hardware accelerators, improving execution efficiency and reducing CPU fallback.

Associate Analyst at Hansa Cequity (2019-06 – 2020-07)

• Performed data wrangling in SQL Server using modular and optimized query building techniques, for further data analysis and sending personalized campaigns.

Master of Technology in Computer Science – International Institute of Information Technology, Hyderabad (2022-07 – 2024-05)

Bachelor of Engineering in Computer Science – Don Bosco Institute of Technology (2015-07 – 2019-06)