Aswin Pradeep C
Experience
Experience
Résumé (PDF) ↓
Kireap
April 2025 – July 2026
Backend Engineer · Kochi, Kerala
- Built agentic pipelines using LangGraph — featuring autonomous tool-calling, sandboxed code execution, and self-correction loops for multi-step task completion.
- Cut latency on a CPU-bound dynamic pricing API from 9s to under 2s: profiled hotspots, parallelised computation with ProcessPoolExecutor, batched I/O with asyncio.gather, and added HTTP connection pooling, Redis caching, and exponential backoff with jitter.
Geojit Financial Services Ltd
Dec 2024 – March 2025
Machine Learning Intern · Kochi, Kerala
- Developed an LLM-based search system with RAG architecture for enhanced financial data retrieval.
- Automated and optimized manual processes with machine learning to improve efficiency.
Lascade LLC
Jul 2024 – Aug 2024
Backend Developer Intern · Kochi, Kerala
- Built RESTful APIs for the travel module with input validation and error handling.
- Reduced response times significantly on high-traffic endpoints using Redis caching.
Agua India
June 2024
Machine Learning Engineer Intern · Kochi, Kerala
- Proposed and developed proof-of-concept implementations for AI-powered workflow optimizations.
- Built a prototype using OpenCV for automated coupon code extraction, using region-of-interest detection to filter out irrelevant text and streamline water delivery operations.
Cochin University of Science and Technology
B.Tech in Computer Science and Engineering
| Languages | Python, JavaScript, SQL |
| Backend | FastAPI, Django, Node.js / Express.js |
| Databases | PostgreSQL, MongoDB, Redis, MySQL |
| Infrastructure | Docker, AWS EC2, Linux, Nginx, GitHub Actions |
| ML / AI | LLMs, RAG, Azure Cognitive Services, OpenCV, YOLO |