S
Santhi Sampath Gamidi
About
Detail
New York, United States
Résumé
Jobs
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Data Scientist (GenAI)Community Dreams FoundationFeb 2025 - Current (1 year 6 months)• Cut donor processing time by 40% by building a GenAI assistant that combined voice (ElevenLabs), OCR (Docling + LLM), and summarization, orchestrated via n8n with Crew AI, cloud storage, and automated emails. • Developed a hybrid recommender system for Upskill using LLM-based embeddings and collaborative filtering, enabling real-time personalization in Node.js and React and increasing engagement by 35%. • Built reproducible ML infrastructure with GitHub Actions and MLflow, deploying models on Azure and GCP with performance tracking, debugging tools, and CI/CD pipelines.- RData Scientist (Applied ML Engineer)Rupp Pfalzgraf LLC,Aug 2024 - Feb 2025 (7 months)• Engineered an agentic AI system using LangChain agents, GPT-4, and Selenium to automate legal data ingestion, cleaning, and modeling; orchestrated multi-step tasks through prompt optimization and seamless tool integration. • Built a RAG-based legal chatbot to retrieve insights from both structured (SQL) and unstructured data (MongoDB, legal documents), with interactive Streamlit and Plotly Dash UIs and exportable PDF/CSV reports. • Deployed the end-to-end pipeline with CI/CD on AWS (Lambda, S3, EC2), integrating MLflow for model tracking and Pinecone for real-time vector search to support document-grounded legal intelligence.
- IData ScientistImaginnovate,Jul 2021 - Aug 2023 (2 years 2 months)• Spearheaded analytics adoption across 25 logistics clients by delivering tailored demos and data-driven insights that accelerated onboarding and aligned solutions with stakeholder priorities. • Built supply chain reports (Dispatch, Driver Performance, Fleet Utilization, Billing) using Pandas and SQL, boosting operational efficiency by over 80% and generating significant cost savings. • Automated data extraction from freight documents and images by developing OCR and object detection pipelines with OpenCV and Computer Vision, reducing manual entry and improving inventory tracking accuracy • Enabled proactive workforce planning and market-aligned operations by designing and deploying time-series forecasting models using PyTorch LSTM for
Education
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- Master of ScienceUniversity at BuffaloAug 2023 - Dec 2024 (1 year 5 months)
- Bachelor of Business AnalyticsGitam UniversityOct 2018 - Jun 2021 (2 years 9 months)
Projects (professional or personal)
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- PPerplexity-Style Semantic Search ChatbotMay 2025 - Jun 2025 (2 months)• Built a live Perplexity-style AI chatbot with real-time streaming, Tavily web search, and conversation memory using LangGraph. • Deployed a scalable UI (Next.js) and backend (FastAPI + SSE) to process semantic queries and visualize AI reasoning stages.
- AAI Voice Agent for Load Bookings & Capacity MatchingFeb 2025 - Current (1 year 6 months)• Automated inbound calls using Retell AI, capturing shipment details and integrating with the TMS to generate instant rate quotes. • Used n8n to orchestrate booking workflows, updating the TMS and triggering SMS/email confirmations at scale.
- RRoute Optimization with Genetic Algorithms|May 2023 - Jul 2023 (3 months)• Developed a DEAP-based genetic algorithm using live map data to optimize delivery routes and reduce transit times. • Designed fitness functions to balance distance, stops, and service windows, improving route efficiency and scheduling.