Eknath Mali — AI Engineer

About Me

// Professional Summary

AI Engineer with 3+ years building production LLM systems and RAG pipelines for enterprise and government clients. Specialist in multi-agent orchestration, scalable microservices, and Generative AI apps on GCP. Delivered measurable impact — 40% latency reduction and 96%+ accuracy in AI applications.

LLM Orchestration RAG Pipelines Multi-Agent Systems GCP Microservices Generative AI

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Faster Permit Approvals

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Latency Reduction

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0%+

RAG Relevance Accuracy

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0+

Concurrent Users Served

Work Experience

Mid AI Python Developer ↑ Promoted

Techolution · Hyderabad, India

Apr 2024 – Present

Led multi-agent RAG platform for HarperCollins processing 100K+ EPUB docs with vector semantic search on AlloyDB — 96%+ relevance accuracy using cosine similarity & n-gram scoring
Architected LLM load balancer with intelligent routing to overcome Gemini 2.0 Flash 8K token limit — success rates from 40% → 100%
Built AI permit management for Georgia DOT adopted by 100+ government users — 53% faster approvals, retrieval time from weeks to under 3 minutes
Engineered document intelligence ETL pipelines on GCP (Cloud Storage, BigQuery, Document AI, YOLOv8, HITL) — extraction accuracy 60% → 95%, 5× faster processing
Optimized FastAPI/Flask microservices with MongoDB, Redis & SQL — 10K+ concurrent users at 97% success rate and 40% lower latency with Azure AD auth

LangChainLangGraphGoogle ADK GCPFastAPIAlloyDB RedisYOLOv8RAG

Full-Stack Data Scientist Intern

Aganitha.ai · Hyderabad, India

Dec 2023 – Apr 2024

Built dental disease detection system using YOLOv8 + Flask — 96% classification accuracy across multiple disease categories
Implemented RAG-powered clinical chatbot extracting contextual insights from medical documents, improving diagnostic information access
Automated large-scale Molecular Dynamics simulations via Docker + shell scripting with fault-tolerant restart mechanisms — 100% automation, 30% throughput improvement

YOLOv8Flask RAGDockerPython

Data Science Intern

WorkBrick · Remote

Feb 2023 – Jun 2023

Produced 200+ instructional videos on Python, DSA, ML, DL, Flask, and FastAPI for large student cohorts with hands-on learning materials
Mentored learners on Git/GitHub workflows, improving practical adoption of version control best practices

PythonMachine Learning FastAPITeaching

Tech Stack

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AI & Machine Learning

LLM Orchestration Multi-Agent Systems RAG Prompt Engineering Vector Search LangChain LangGraph Google ADK Transformers YOLO NLP

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Programming & Frameworks

Python SQL C++ FastAPI Flask Django REST APIs Microservices Celery

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Databases & Cloud

PostgreSQL MySQL MongoDB BigQuery Redis AlloyDB ChromaDB GCP Docker Azure

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Software Engineering

System Design Data Structures & Algorithms OOP Git CI/CD

Featured Projects

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WhatsApp Chat Analyzer

End-to-end NLP analytics platform to classify messages and visualize conversation activity trends

Hover to explore →

Tech Stack

Python NLP Decision Tree Scikit-learn Matplotlib Streamlit

85%+ Classification Accuracy

Categorizes urgent vs non-urgent messages with interactive temporal visualizations

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File Compressor

Lossless file compression engine built with Huffman Algorithm and custom data structures from scratch

Hover to explore →

Tech Stack

C++ Huffman Algorithm Priority Queue Binary Tree DSA

40-45% File Size Reduction

Custom priority queue + binary tree with full compression / decompression support

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Multi-Agent RAG Platform

Enterprise-grade orchestration platform for HarperCollins processing 100K+ EPUB documents at scale

Hover to explore →

Tech Stack

LangGraph AlloyDB GCP Gemini 2.0 FastAPI Vector Search

96%+ Relevance Accuracy

Intelligent LLM load balancing boosting success rates from 40% to 100%

Education

9.46 / 10.0 CGPA

BE Computer Engineering

Government College of Engineering & Research, Avasari

📍 Pune, India · 2020 – 2024

⭐ Ranked 1st in Bachelor's College across all 4 years (2020–2024)

Awards & Achievements

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1st

College Rank
Bachelor's 2020–2024

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Top 8%

LeetCode
800+ problems solved

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Top 1%

GeeksforGeeks
Platform ranking

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2nd

National Rank
ABU Robocon 2022 · 5th Intl.

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11th

GFG Weekly Contest
among 3,421 participants

Get In Touch

Open to AI engineering roles, consulting engagements & interesting collaborations.
Let's build something production-grade together.

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Email

malieknath135@gmail.com

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github.com/eknathmali