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Graduated from Baylor University with a BS in Biology. Flatiron School SE graduate looking to hopefully advance the field of medicine through programming.
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
portfolio
June 22, 2026 – Present
Personal portfolio site (static HTML/CSS/JS) for Roshaan Singh — AI/ML & full-stack engineer. Deployed on Vercel.
View Projectagent-orchestration
June 21, 2026 – Present
Production-shaped agent runtime: plan/act/observe/reflect + token-budgeted & durable memory + human-in-the-loop + crash-resumable runs. Live demo on HF Spaces.
View Projectrag-citations
June 21, 2026 – Present
RAG with hybrid (dense+BM25, RRF-fused) retrieval and verified citations — hallucinated citations are stripped before output. Live demo on HF Spaces.
View Projectsemantic-cache
June 21, 2026 – Present
Semantic cache for LLM calls: returns stored responses for semantically-equivalent prompts. Exact + NN lookup, TTL/LRU, near-miss calibration. Live demo on HF Spaces.
View Projectmultiagent-critique
June 21, 2026 – Present
Multi-agent evaluator-optimizer loop: a generator + parallel critics iterate until quality passes a rubric. Routing + HITL. Live demo on HF Spaces.
View Projectcost-router
June 21, 2026 – Present
Routes each LLM request to the cheapest capable model (40-60% spend cut). Heuristic classifier, verify+escalate, OpenAI-compatible proxy. Live demo on HF Spaces.
View Projecttxt2sql-guardrails
June 21, 2026 – Present
Natural-language to SQL with an AST-level guardrail that statically blocks destructive queries. 100% block rate on an adversarial corpus. Live demo on HF Spaces.
View Projectdsa-solver
June 10, 2026 – Present
Spec-driven DSA solution engine: brute-force + optimal solutions with complexity proofs, edge cases, and interview coaching
View Projectai-ml-portfolio
June 8, 2026 – Present
AI & ML engineering portfolio — multiple LLM evaluation and safety projects showcasing my AI/ML knowledge and agentic coding abilities
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily skewed towards AI/ML and Python backend development, which does not align well with a 'Frontend Developer' target role. While there are two frontend-related projects ('portfolio' and 'god-squad-nba'), the depth and quantity are significantly less compared to the AI/ML work. This indicates a potential mismatch in primary interest and expertise for a dedicated frontend role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.