Software engineer · Backend + AI applications
I'm Sohaib — a software engineer with four years building production APIs, data pipelines and full-stack applications. Lately I build the layer where language models meet real systems: retrieval, agents, tool calls, and the guardrails that keep them honest.
01 / Selected work
Three builds. One operating belief: non-deterministic software still needs deterministic edges.
Design · Architecture · Implementation
An autonomous agent that finds engineering roles, screens them against a candidate profile, writes a tailored resume for each, and stops before anything irreversible. Multi-provider orchestration, schema-constrained generation, anti-hallucination guardrails, and a review dashboard keep a human in control.
Automate the mechanical. Keep judgment human.
Backend · Full-stack
Policy-based SQL monitoring and blocking across multiple database engines, with audit logging, role-based administrative workflows, low-latency proxy services, async workers, and WebSocket streams for live activity feeds.
Make every decision observable and reversible.
Contract · AI training
Verifiable software-engineering tasks used to train and benchmark language models across security, machine learning, data processing, and digital forensics. Each task ships with a deterministic grader and a CI-verified scoring harness.
If you cannot reproduce it, it is not an evaluation.
All checks passed with verifier score 1.00
02 / Operating model
Models can be uncertain. Systems around them cannot.
Treat model output as untrusted input. Validate schemas, enforce invariants, and make failure explicit before data reaches the rest of the system.
Rate limits, timeouts, and malformed responses are ordinary operating conditions. Design fallbacks and recovery paths before launch.
Structured logs, traces, audit events, and reproducible fixtures turn a plausible demo into a system that can be understood under pressure.
Automation earns scope. Consequential actions stop at a review boundary until evidence says the system deserves more autonomy.
03 / Capability surface
Backend depth, enough interface craft to ship the whole system, and infrastructure discipline to keep it alive.
04 / Field record
Four years across high-traffic product surfaces, enterprise systems, and verifiable AI evaluation.
AI Training & Evaluation · Contract
Verifiable evaluation tasks for training and benchmarking language models, with automated graders and reproducible CI scoring.
Senior Software Development Engineer · via Teleperformance
Enterprise web applications and AI-integrated APIs, owned from technical design through production rollout. REST and streaming APIs, audit logging, async event-driven pipelines, and containerised microservices with automated CI/CD on AWS.
Software Development Engineer
High-traffic React and Next.js surfaces backed by Node.js, Express, and Python services. Backend services and relational data models with optimised queries powering search and recommendation features.
B.Tech · Computer Science & Engineering
Microsoft Certified: Azure Developer Associate (AZ-204) · CCNA.
05 / Start a conversation
Senior backend, full-stack, and AI application roles. Delhi NCR or remote. Available immediately.
ssohaib4@gmail.com↗