Shashank Kate

As an AI Engineer, I am driven by a deep ambition to achieve mastery in developing intelligent systems, approaching complex challenges with focused concentration and a pragmatic mindset. I thrive on the autonomy to meticulously craft solutions, taking full accountability for delivering innovative and impactful AI applications.

Experience

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AI Engineer

MightyBot · Sep 2025 – Feb 2026

Not yet confirmed

• Built end-to-end ingestion+RAG pipeline handling noisy layouts, tables, scans, and 5+ multi-format document types, improving extraction reliability by ~40% across edge cases.
• Designed and deployed an Claude (Haiku + Sonnet) based agent to convert raw meeting transcripts into structured requirement-ready outputs, reducing manual processing from 2 hrs/meeting to under 5 minutes, and added a RAG pipeline for better user experience
• Integrated 10+ external APIs as agent tools in production workflows deployed on AWS, eliminating manual data update steps and improving automation coverage at scale.

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AI Engineer

Griphic (SKETS Studio) · May 2025 – Sep 2025

Not yet confirmed

• Designed and deployed an Multi agentic workflow framework using FastAPI + LLMs, automating multi-step decision-making pipelines and reducing end-to-end processing time by 30%.
• Built real-time speech-to-text pipelines experimented OpenAI, Mistral, and AssemblyAI APIs, integration achieving 15% latency reduction in inference.
• Integrated MCP (Model Context Protocol) into production agent tooling for standardized tool access across the agent pipeline.

D

Data Scientist

Dataeaze systems private limited · Jul 2024 – Mar 2025

Not yet confirmed

• Benchmarked Llama 3.x, Qwen 2.5, and Phi-4 on text-to-SQL (BIRD, Spider), fine-tuned via LoRA, optimized inference through prompt/context tuning, and deployed via vLLM on Azure GPU VMs.
• Architected a modular agent framework with LangChain, enabling autonomous task execution for reconciling new RBI guidelines against existing policy for a banking client's compliance team
• Delivered 3+ production-ready PoCs that directly influenced client adoption of generative AI solutions.

Data Scientist

dataeaze systems · Jul 2024 – Mar 2025

Not yet confirmed