Tinashe Nedi - ML Engineer | ContraWork by Tinashe Nedi
Tinashe Nedi

Tinashe Nedi

Automating real estate risk and energy yield physics.

New to Contra

Tinashe is ready for their next project!

The $100k mistake in C&I solar modeling? Ignoring the "Wet-Stacking" threshold. Most feasibility reports treat solar+BESS+Diesel as a simple math problem: [Demand - Solar - BESS = Diesel]. That’s how you design an asset that kills the engine. If your simulation doesn't respect the 30% minimum load floor (ISO 8528-1:2005), you aren't optimizing for savings. You’re optimizing for engine failure. When you force a diesel genset to run at 5% or 10% load to "maximize" solar, you cause wet-stacking—unburned fuel accumulating in the exhaust system. This leads to carbon buildup, increased maintenance, and premature engine retirement. An institutional lender doesn't see "savings." They see a project with a high probability of mechanical default. The only way to build a bankable hybrid system is through a deterministic Merit-Order Dispatch loop that treats the engine as a protected asset. (See the telemetry loop below). If your modeling software can’t simulate the dispatch hierarchy to protect the engine floor, it’s not a feasibility tool. It’s a calculator that’s ignoring the physics of your infrastructure. hashtag#SolarEngineering (https://www.linkedin.com/search/results/all/?keywords=%23solarengineering&origin=HASH_TAG_FROM_FEED) hashtag#ProjectFinance (https://www.linkedin.com/search/results/all/?keywords=%23projectfinance&origin=HASH_TAG_FROM_FEED) hashtag#C (https://www.linkedin.com/search/results/all/?keywords=%23c&origin=HASH_TAG_FROM_FEED)&I hashtag#EnergyTransition (https://www.linkedin.com/search/results/all/?keywords=%23energytransition&origin=HASH_TAG_FROM_FEED) hashtag#DispatchOptimization (https://www.linkedin.com/search/results/all/?keywords=%23dispatchoptimization&origin=HASH_TAG_FROM_FEED) hashtag#Infrastructure (https://www.linkedin.com/search/results/all/?keywords=%23infrastructure&origin=HASH_TAG_FROM_FEED) hashtag#Bankability (https://www.linkedin.com/search/results/all/?keywords=%23bankability&origin=HASH_TAG_FROM_FEED)
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Cover image for IRA Tax Credit Audit Tool
IRA Tax Credit Audit Tool — CPA-Grade PDF Memo Generator with Bonus Adder Stack Modelling
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Cover image for SolarTruth — Independent Solar Calculator
SolarTruth — Independent Solar Calculator with NEM 3.0, EV Co-Sizing, and Roof Timing Analysis
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Cover image for BIPV Structural Load API —
BIPV Structural Load API — EN 1991-1-4 Wind Loading with Bracket Pullout Validation
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Cover image for Residential Solar ROI API —
Residential Solar ROI API — PVWatts V8 Physics Engine with NEM 3.0 and Real Utility Rates
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Cover image for BIPV Energy Yield API —
BIPV Energy Yield API — Ventilated Facade Thermal Correction with NASA POWER Irradiance
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Cover image for Solar + EV Integration Sizing
Solar + EV Integration Sizing API — EPA-Validated Co-Sizing with TOU Arbitrage and V2H Assessment
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Cover image for Solar Incentive Intelligence API —
Solar Incentive Intelligence API — IRA 2022 Bonus Adder Stack with Statutory Citations
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