Manish Kudtarkar ManishKudtarkar

🧑‍💻 About me

manish = {
    "role":        "Full Stack Developer",
    "location":    "Mumbai, India 🇮🇳",
    "education":   "B.Tech CSE — Big Data Analytics, Parul University (2027)",
    "currently":   "Building production systems that handle real traffic",
    "shipped":     "axflo.in — B2B web app, zero to prod, end-to-end ownership",
    "open_source": "Merged 1,284-line PR into Heliox-OS",
    "certified":   ["AWS Cloud Practitioner", "DataCamp Data Analyst", "DataCamp Data Engineer"],
    "ask_me_about": ["FastAPI", "Flask", "ML pipelines", "AWS", "Big Data", "CI/CD"],
}

I don't just write code — I own outcomes. At Axflo, I handled the full stack: backend APIs, DNS, SSL, deployment, CI/CD, and SEO that ranked 10+ keywords within 3 months of launch. I'm comfortable being the only engineer on a project or contributing to a large codebase — I've done both.

🚀 Featured projects

⚡ Industrial Smart Grid AI

Predictive Maintenance Platform

5-model ML ensemble: Isolation Forest, LSTM, Random Forest, Gradient Boosting, Logistic Regression
25 FastAPI endpoints · 42-feature extraction pipeline
Sub-50ms inference latency
F1 = 1.00 on overload prediction
AUC-ROC = 1.00 on 24-hour transformer failure forecasting
Automated load redistribution + self-healing on fault detection

🌿 Eco Predict

AI-Driven Biodiversity Forecasting

Full-stack ML platform for real-time biodiversity prediction
50,000+ environmental records processed
Sub-200ms average response time
5+ REST API endpoints
Production-ready inference pipeline with automated preprocessing, feature engineering, and model versioning

🔔 Incident Management System

Distributed High-Throughput IMS

1,000+ signals/sec via asyncio queue backpressure
Redis TTL debouncing · polyglot persistence (PostgreSQL + MongoDB + Redis)
State & Strategy design patterns for incident lifecycle
P0/P2 alerting · enforced RCA validation · MTTR auto-calculation
GitHub Actions CI/CD → GHCR

🏭 Axflo Pump Solution

B2B Web App — 0 → Production

Full ownership: backend APIs, DNS, SSL, production monitoring
8+ REST endpoints for product catalogue, inquiry forms, lead management
~40% reduction in manual sales processing time
Technical SEO: meta tags, sitemap, schema markup, Core Web Vitals
Ranked 10+ keywords in 3 months of launch

🌍 Open source contribution

Heliox-OS — Active open-source OS project

Engineered proxy-aware HTTP infrastructure for a Python daemon backend. Implemented a shared create_httpx_client helper across cloud, Ollama, and local model routing modules. Refactored config validation and improved vision/download pipelines.

Merged PR: +1,284 lines — not a docs fix, real infrastructure code.

🛠️ Tech stack

Languages

Backend & APIs

Databases

Cloud & DevOps

Big Data & ML

📊 GitHub stats

🏆 Certifications

Badge	Certification	Valid
	AWS Certified Cloud Practitioner	Feb 2026 – Feb 2029
	Data Analyst Associate — DataCamp	Feb 2026 – Feb 2028
	Data Engineering — DataCamp	Feb 2026 – Feb 2028

📬 Let's work together

I'm open to internships, contract work, and collaborations on interesting problems — especially anything involving Python backends, ML pipelines, cloud infrastructure, or big data.

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