Sahith
Siddarth
CS undergraduate at Amrita — shipping AI SaaS, building distributed systems from scratch, winning hackathons. Google Gen AI selectee. Published researcher. 2 years. Real products. Real impact.
Technical Arsenal
Click any skill to filter projects. From kernel internals to LLM pipelines.
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Featured Work
End-to-end engineering — AI SaaS to systems programming.
ClipFlick 2025
AI-powered video clipping SaaS — transforms long-form content into viral short clips automatically. Built end-to-end on the MERN stack with OpenAI Whisper for transcription and FFmpeg for frame-accurate cutting.
- 70% faster video processing via microservices on Docker + AWS
- Designed RESTful APIs for modular integration with automated quality checks
- 99% uptime reliability with async processing queue in production
Optimized RAG Chatbot 2024
Production-grade RAG system with custom ingestion pipeline, hybrid search, query rewriting, and re-ranking. Built benchmark tooling to measure retrieval quality and latency across datasets.
- 35% improvement in search relevance over baseline embedding search
- Secure REST + GraphQL endpoints for cloud deployment
- Custom eval scripts measuring latency, precision, and recall
Concurrent TCP Server 2024
High-performance TCP server engineered from scratch in C++ using non-blocking I/O with epoll. Handles 1,000+ concurrent clients without threads-per-connection overhead.
Distributed Task Queue 2024
Fault-tolerant task queue with priority queuing, dead-letter handling, worker health monitoring, and retry semantics via Redis Streams. Processes 10,000+ tasks/hour under stress tests.
Work Experience
Building and shipping real products used by hundreds of people.
- Designed and deployed event management features supporting 500+ concurrent users using React and Firebase — significantly improved load times and UX.
- Automated testing with PyTest and Selenium; integrated CI/CD pipelines via GitHub Actions for regression and integration testing.
- Implemented Docker-based environments, collaborating with DevOps to standardize build and deployment workflows.
- Mentored junior developers on best practices, version control, and agile workflows — team productivity improved by 15%.
Hackathons & Awards
5 podium finishes at national-level competitions. Shipping under pressure is a superpower.
Awarded for efficient problem-solving and technical innovation under pressure.
Real-time crop monitoring and yield prediction platform with ML and IoT sensors.
Drone surveillance system with SLAM and automated threat detection.
OLabs Collab — AI-supported STEM learning and collaboration platform.
Ranked Top 50 out of 6,000+ participants at Qibr Technologies' national event.
Competitively selected for Google's Gen AI program — hands-on with cutting-edge models.
Education & Background
Hands-on with cutting-edge generative AI models direct from Google's program.
Production apps for 500+ users. Standardised CI/CD and Docker workflows. Mentored juniors.
1st Anokha Techfest · Runner-up EvoLUMIN · 3rd Krithoathon · Top 50/6000 Turbotic.
ML interpretability (SHAP vs LIME) and CV for agricultural disease detection.
Workshops for school students on startup innovation and emerging technologies.
CS undergrad at Amrita with a track record of shipping real products, publishing research, and winning competitions — all before graduation. I care deeply about systems that scale, AI that works in production, and code that other engineers can actually read.
Languages: English (Fluent) · Hindi (Proficient) · Telugu (Native)
Let's Build Together
Open to full-time roles, internships, and ambitious collaborations. I reply within 24hrs.
Seeking software engineering roles in distributed systems, backend infra, full stack, or AI/ML. If you're working on something hard and interesting, let's talk.