Abhishek Mishra
AI/ML Engineer at Shiavnski Technologies| Python Backend Developer |
- Role
- Ai Ml Engineer at Shiavnski Technologies Llp
- Location
- Indore, MP, IN
- LinkedIn followers
- 500 followers
About Abhishek Mishra
AI/ML Engineer with hands-on experience in Generative AI, RAG systems, AI agents, LLM…
Experience
Ai Ml Engineer
Jan 2025 — Present · Indore, IN
AI/ML Engineer at Shiavnski Technologies: I built an AI-powered FastAPI backend that automates BOM extraction from PDFs and Excel files, reducing manual effort by ~70%. The system uses an OCR→LLM pipeline—AWS Textract for OCR, OpenAI GPT for intelligent parsing, categorization, and supplier suggestions, and RapidFuzz for fuzzy supplier matching—boosting identification accuracy by ~40%. Deployed on AWS with Python (FastAPI, Pandas, SQLAlchemy), I implemented asyncio and webhooks for real-time, scalable, end-to-end processing. I also designed an ISO-compliant Life Cycle Assessment (LCA) report generator with token-secured, modular services, auto-assembling branded DOCX/PDF reports via docxtpl with dynamic tables of contents, pandas tables, and Matplotlib visuals. Using prompt-driven narratives with signal-aware routing and fallbacks, the system produces executive summaries, conclusions, and scenario analyses—delivering >70% cycle-time reduction and converting multi-week reporting into days while maintaining reliability and quality.Tech: Python, FastAPI, Pandas, SQLAlchemy, asyncio, AWS (Textract, compute, storage), OpenAI GPT, RapidFuzz, docxtpl, Matplotlib, Webhooks, REST APIs, OAuth/token security
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