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Manas Dalvi

AI & Software Engineer

Master's student at USC. I build AI systems, backed by full-stack, mobile, and cloud engineering. Currently seeking full-time opportunities in 2027. If you're building a great team, let's connect.

Experience

  1. Los Angeles, CA
    • Architected backend infrastructure and automated AWS pipelines aggregating thousands of labor-market data points weekly.
    • Built an interactive analytics dashboard with an integrated LLM chatbot for natural-language querying of scraped job-posting datasets.
    • Ran high-volume extraction on async task queues with Celery, Redis, and Celery Beat; containerized services with Docker.
  2. Hyderabad, India
    • Optimized a Siamese neural-network pipeline, cutting processing time 15% through architectural changes.
    • Built a binary-similarity visualization app (React, Django, Celery) with Prometheus/Grafana observability and CI/CD that cut deploy time 30%.
    • Benchmarked RL reward algorithms on SPEC2017 to improve compiler inlining decisions.
  3. Remote
    • Built a Flutter app integrating Google Maps on the Liquid Galaxy rig via KML and SSH automation.
    • Shipped an AI tourism assistant with Gemma 7B + LangChain; LLM deployment on Rocky Linux cut latency 48%.
    • Wrote wiki documentation adopted by 200+ contributors.
  4. Remote
    • Launched a multi-host live-streaming platform (Agora, WebRTC) scaling to 5,000+ users in weekly production rollouts.
    • Built a Razorpay-powered private-events feature that drove a 20% increase in premium users.
    • Cut video access time 40% with Mux storage and HLS adaptive-bitrate streaming.

Projects

Notes

Skills

  1. 01LanguagesPython, Go, C/C++, Java, TypeScript, R, SQL, Dart
  2. 02AI / MLPyTorch, Hugging Face, LangChain, spaCy, OpenCV, scikit-learn
  3. 03BackendFastAPI, Django, Flask, Spring Boot, Node.js
  4. 04Data & InfraPostgreSQL, Redis, Qdrant, Docker, AWS, GCP
  5. 05ObservabilityPrometheus, Grafana, Jaeger, GitHub CI/CD

Education

  1. Aug 2025 — May 2027
    University of Southern California
    M.S. Computer Science
    Los Angeles, CA
  2. Aug 2021 — May 2025
    Vishwakarma Institute of Technology
    B.Tech Computer Engineering
    Pune, India

Elsewhere