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Govindrm7/README.md

Govind Mudavadkar

AI/ML Engineer · Software Engineer

I build agentic AI systems and the evaluation, observability and guardrails that take them from proof of concept to production. Currently at Pfizer building enterprise GenAI platforms end to end.

Email LinkedIn Google Scholar Medium Portfolio

Experience

AI/ML Engineer · Pfizer Inc, Groton, CT · Jan 2026 - Present
AI/ML & Software Automation Engineer, Co-Op · Pfizer Inc, Groton, CT · Jan 2025 - Sep 2025
Research Assistant, Data Science & Software · Northeastern University, Boston, MA · Feb 2024 - Dec 2024
Software Development Engineer · BMC Software Inc, Pune, India · Jan 2022 - Jul 2022

Skills

Generative & Agentic AI: LLMs (Claude, GPT, Llama), Generative AI, Agentic AI, LangGraph, LangChain, MCP, RAG, Prompt Engineering, Guardrails, Evaluation (LangSmith, RAGAS), Langfuse
Model Training & Serving: Fine-tuning (LoRA / PEFT), Post-training (SFT, GRPO), RL from Verifiable Rewards, PyTorch, TensorFlow, HuggingFace Transformers, vLLM, Self-hosted LLM Serving, Inference Optimization, Constrained Decoding, Quantization (NF4, INT8, fp8), ONNX
ML, Vision & Modelling: NLP, Computer Vision (YOLO, Faster R-CNN), ResNet / ViT, VLMs, XGBoost, Ensembles, Bayesian Optimisation, Statistics

Engineering stack: languages, backend, data, cloud and practices

Languages: Python, Java, TypeScript, JavaScript, C++, C#, SQL, R, Scala, CUDA, Bash / Linux
Backend & Web: FastAPI, Spring Boot, REST APIs, Microservices, Node.js, React, Next.js, Angular, Tailwind, MVC, Apache Camel, Event-Driven Architecture
Data & Storage: PostgreSQL, MySQL, MongoDB, Redis, Elasticsearch, Neo4j, Pinecone, Milvus, ChromaDB, Spark, Kafka, MapReduce, Knowledge Graphs, ETL Pipelines
Cloud, DevOps & MLOps: AWS (Bedrock, S3, SageMaker, Lambda, EC2, DynamoDB), Azure AI Foundry, GCP, Docker, Kubernetes, GitHub Actions, Jenkins, Terraform, CI/CD, MLflow, Observability & Monitoring, Dataiku DSS, HPC / Slurm
Practices: System Design, Data Structures & Algorithms, OOP, Design Patterns, Agile / Scrum, LLM Evaluation, A/B Testing, Benchmark Design, Statistical Testing, Reproducibility, Testing (JUnit, PyTest), Technical Writing

Publications

  • KnovaAI: Advanced Multimodal AI for Chemistry-Aware Document Intelligence
    AIChE, 2026 · Read here

  • Accelerated Development of Active Pharmaceutical Ingredients with Machine Learning Driven Automated Platforms
    AIChE, 2025 · Read here

  • Gastric Cancer Detection with Ensemble Learning on Digital Pathology
    MDPI Diagnostics, 2024 · Read here

Three more, and the full list on Google Scholar

  • Automated Data-Rich Leaf Filtration Platform for Accelerated Prediction of Pressure Filtration Performance for API Manufacturing
    AIChE, 2025 · Read here

  • MRI Image Enhancement using Hybridizations of Contrast Enhancement Techniques
    IEEE Conference, 2022 · Read here

  • Fusion Based Image Enhancement Approach for Brain Tumor Detection
    IJRITCC Journal, 2023 · Read here

Full profile on Google Scholar

Education

M.S. Computer Engineering · Northeastern University, Boston · Sep 2023 - Dec 2025 · GPA 3.8/4
B.E. Computer Science & Engineering · Savitribai Phule Pune University · Jul 2019 - Sep 2023 · GPA 3.8/4

Profile views Followers Total stars

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    A 4B model that ties GPT-5.5 on financial question answering and shows its receipts: it cites figures from 10-K filings, a calculator computes, and a verifier checks every number. SFT and GRPO with…

    Python

  2. cuda-kmer-counter cuda-kmer-counter Public

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  3. deal-intelligence-ai deal-intelligence-ai Public

    Hierarchical Tree-Graph RAG for M&A merger and credit agreements from SEC EDGAR. Adaptive multi parser ingestion (BeautifulSoup, PyMuPDF, PyMuPDF4LLM, Docling) into unified JSON trees, indexed with…

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  4. Resilient-Multi-Agent-Framework-for-Autonomous-ESG-Compliance-Auditing Resilient-Multi-Agent-Framework-for-Autonomous-ESG-Compliance-Auditing Public

    Local-first multi-agent RAG for ESG compliance auditing on SEC 10-K filings. LangGraph Supervisor, Retriever, Auditor and Critic agents with hybrid BM25 + vector search (RRF), a ReAct loop and self…

    Python 1

  5. Present_A_Better_Way_For_Presentation Present_A_Better_Way_For_Presentation Public

    TypeScript 1

  6. Leetcode-DSA Leetcode-DSA Public

    Leetcode Submissions

    Java 1