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Anil Mali

Machine Learning Engineer

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Hi, I'm Anil

Hi, I'm Anil.

I build production-grade machine learning experiences for real-world teams across computer vision, NLP, generative AI, recommendation systems, and MLOps. Fast, elegant, measurable, and built to scale.

Currently playing role:

8+

ML Systems

10+

Deep Learning Stacks

8

Featured Case Studies

GitHub
Portfolio Repo
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Anil Mali portrait
Neural profile

Anil Mali

Machine Learning Engineer · Generative AI · MLOps

Computer VisionNLPLLMsCloud MLOps

// About Me

A Builder of Applied AI Products

Professional Summary

I design and ship modern machine learning systems that combine strong engineering discipline with clean product thinking. My focus spans computer vision, large language models, predictive analytics, and MLOps workflows that are reliable, explainable, and ready for scale.

The goal is simple: create AI experiences that impress recruiters, delight users, and stand up in production environments.

Focus Areas

Computer VisionNLPGenerative AIMLOpsCloud
FOCUS // Applied ML Product Engineering
TARGET // Industrial Scale Intelligence

1+

Years Experience

8+

Projects Completed

1+

Research Papers

5+

Certifications

10+

Kaggle Competitions

// Technical Core

Capabilities Stack

PythonMachine LearningDeep LearningNLPComputer VisionGenerative AIReinforcement LearningData EngineeringMLOpsCloud Computing
Python95%
Machine Learning94%
Deep Learning90%
NLP88%
Computer Vision92%
Generative AI90%
Reinforcement Learning72%
Data Engineering82%
MLOps89%
Cloud Computing84%
TensorFlow84%
PyTorch90%
Hugging Face88%
LangChain86%

// Operational Artifacts

Featured AI Implementations

RAG Chatbot

Enterprise answer engine with retrieval, citations, and context-aware responses for knowledge bases.

92% answer relevanceProduction-ready
LangChainOpenAIPineconeFastAPI
Live DemoGitHub

LLM Fine-Tuning Platform

Dataset management and lightweight training orchestration for fine-tuning small business assistants.

3x faster experimentationStaging
PyTorchHugging FaceDockerMLflow
Live DemoGitHub

AI Document Assistant

OCR, classification, and summarization pipeline for documents with searchable extracted insights.

1.8s median processingProduction
OCRNLPOpenCVNext.js
Live DemoGitHub

Computer Vision Detection System

Industrial defect detection interface with inspection overlays and batch analytics dashboards.

99.4% validation accuracyProduction
YOLOPyTorchOpenCVFastAPI
Live DemoGitHub

Recommendation Engine

Hybrid ranking system with session-aware product ranking and similarity search signals.

14% lift in CTRProduction
Scikit-LearnXGBoostPandasSQL
Live DemoGitHub

MLOps Pipeline

CI/CD workflow for data validation, model tracking, container deployment, and evaluation gates.

Automated release flowProduction
DockerKubernetesMLflowAirflow
Live DemoGitHub

Predictive Analytics Dashboard

Interactive business intelligence dashboard powered by forecasts, KPIs, and cohort modeling.

100K+ rows processedInternal
DashPythonSQLCharts
Live DemoGitHub

Multi-Agent AI System

Collaborative multi-agent architecture for task decomposition, planning, and orchestration.

Multi-step workflow automationPrototype
LangGraphOpenAIPythonVector DB
Live DemoGitHub

// Experience Timeline

Career Journey

2025FlyRank AI

AI Engineer Intern

Worked on product-facing AI workflows, prompt optimization, and evaluation automation for user-facing tooling.

PythonLLMsMLOpsAnalytics
2024Freelance Projects

Machine Learning Engineer

Delivered multiple end-to-end prototypes in computer vision, recommendation, and document intelligence.

FastAPIDockerOpenCVPyTorch
2023KLE College of Engineering and Technology

B.E. Student

Built academic and project foundations while shipping practical AI demos and experiments.

PythonData ScienceAI/MLCloud

// Academic Journey

Step by Step Progression

2020Step 1Foundation

10th Standard

Completed secondary education with 84.8% and built a strong academic foundation.

2022Step 2Transition

12th Standard

Completed higher secondary education with 84.8%, strengthening the path toward engineering.

2023 - 2027Step 3Current Journey

Graduation

KLE College of Engineering and Technology, Chikodi. Current CGPA: 8.04.

// Research & Publications

Academic Signal

Research Paper

Coming soon / replace with real content

Applied computer vision pipelines for industrial defect classification and anomaly detection.

Conference Talk

Coming soon / replace with real content

Deployment-first LLM workflows for knowledge retrieval and enterprise assistant systems.

Academic Highlight

Coming soon / replace with real content

Faculty-reviewed machine learning mini-projects with reproducible experiments and documentation.

Citations & Impact

Coming soon / replace with real content

Track publications, citations, poster sessions, and mentor-driven lab work in one place.

// Blog

Thought Leadership

MLOps

How I Structure Production ML Projects

6 min readRead
Generative AI

Designing RAG Apps That Actually Ship

8 min readRead
Computer Vision

Computer Vision Systems for Industrial Inspection

5 min readRead

// Testimonials

Professional Voice

“Anil combines applied ML rigor with a designer’s sense of polish. His portfolio reads like a product release.”

Peer Review

“The strongest thing about his work is the ability to make complex AI ideas feel production-ready and readable.”

Mentor Feedback

“A recruiter-friendly presentation with enough technical depth to impress a senior engineering team.”

Hiring Signal

// Achievements

Proof of Execution

Kaggle medals and competition practice
Hackathon builds and rapid prototypes
Open-source contributions
Awards and recognition
Portfolio-first engineering storytelling

// Certification Ledger

Certifications and Badges

AWS Machine Learning

AWS

PlannedBadgeAICloud

Google Professional ML Engineer

Google

PlannedBadgeMLCertification

Azure AI Engineer

Microsoft

PlannedBadgeAzureAI

TensorFlow Developer

TensorFlow

PlannedBadgeDeep LearningModeling

DeepLearning.AI

Coursera

PlannedBadgeNLPLLM

Offer Letter

FlyRank

VerifiedOfficial CopyDuplicateVerified
View Proof

FlyRank Internship Confirmation

FlyRank

VerifiedVerifiedDuplicateInternship
View Proof

// Synapse Connection

Initialize Project Briefing

Contact Details

The best way to reach me is by email or LinkedIn. I am open to internships, freelance ML projects, product collaborations, and full-time roles.

smartanilmali234@gmail.com
+91 89047 22764
India · Remote / Hybrid

Profiles

GitHubPortfolio RepoLinkedInLeetCodeKaggleMediumXResearchGate
Download Resume

Send a Message

Share role details, collaboration ideas, or project requirements. I will reply as soon as possible.

Availability

Open to remote roles and select freelance work

Anil Mali // AI Engineer

Designing portfolio experiences that combine machine learning depth, product polish, and recruiter-friendly clarity.

GitHub
Portfolio Repo
LinkedIn
LeetCode
Email
© 2026 Anil MaliBuilt for premium AI recruiting