I found an English language archive of the "USSR in construction" magazine, the first two images are from a 1937 publication that speaks about all the Soviet Republics and touches on the Armenian SSR.

The rest is from a February 1936, focused on Soviet Armenia.

"The gaze of hundreds of thousands of Armenians scattered over the face of the earth turns toward Soviet Armenia. A country of their own. Everything here is reborn, Its towns, Its industry, Its agriculture. "

Soviet Armenia

"The sun of Socialism has risen over the country in which the blood of many generations of the Armenian people had so long been poured out. A new life is being created in Armenia.

Stalin and Elena Abramyan, a worker at the Leninakan (now Gyumri) Textile mill."

"Armenia, tortured and suffering, doomed by the entente and the Dashnaks to hunger, devastation and depopulation, this Armenia, betrayed by all its self-styled friends, has now found salvation in the fact that it has proclaimed itself to be a soviet country…"

"The country sank to the uttermost depths of ruin, poverty and starvation. Only the revolt of the toilers of Armenia against the Dashaks and the establishment of the Soviet power saved a splendid country from inevitable destruction."

A Land of Ancient Culture

"Where Ararat and Alagez rear their summits to the skies.
Where Lake Sevan extends its waters.
Where foaming streams roar down mountain chasms."

"Here lives one of the most ancient peoples of the world, the Armenians. Situated at the very boundary of Europe and Asia, Armenia was invaded and ravished for many centuries by conquerors who devastated the rich culture of Armenia and destroyed the people of the country."

Sevan - A Lake of Living Water

"High over the valleys of Armenia, two kilometers above sea level. The Ancient Lake of Sevan has become a lake of life for Soviet Armenia. Two tremendous life forces, Electricity and Water, have their origin here in the heights of the mountains."

Made With Our Own Hands

"Generator room of the Dzoraget Hydroelectric Power Station.

Transformer station of the Kanaker Electric powerstation.

Flume pipes bringing water to the turbines of the Yerevan regional power station."

"At the end of the civil war, there only existed a few petty power stations in Armenia. In April 1921, in a letter addressed to the communists of Transcaucasia: Lenin pointed out that was necessary to begin large scale works for electrification and irrigation."

"Water fall and the Zangin Hydro-Electric Power Station in Armenia's southern provinces.

Electric wires now run through the mountain villages of Syunik and now, for the first time, electric lights are shining in the village houses."

Industrial Armenia

"Comrade Riza at the Alaverdi mine.

In the natural wealth of Armenia, copper occupies one of the first places. The Alaverdi and Kapan mines formerly belonged to Foreign capitalists who savagely and wastefully exploited the Armenian proletariat."

The New People of the Kapan Mines

"Comrade Minas Paplan, Stakhanovite at the Kapan mine of Armenia and holder of the Order of Lenin award.

Comrades Peter Komoshin and Amayk Akopyan, outstanding and respected people from the Kapan mine.

The Kapan copper works."

"Old Armenia's pitiful industry consisted of a few small electric powerstations and a Shustov Cognac distillery. In Soviet Armenia, New large-scale industrial enterprises have sprung up. Including the Ararat Cement factory and a Lime factory in Davala.

"They possessed all that was needed to lead the country to happiness: the enthusiasm of the Bolshevik Revolutionaries, an ancient culture, inexhaustible energy, and the industry of the peasants. The young country rose like a giant. Her industry has increased twelve-fold."

"Not far from Yerevan, the capital of Armenia, a new industrial town is being built - a gigantic synthetic rubber works - where rubber will be manufactured using a new process being developed with the help of the Professor Gambaryan."

"Soviet Armenia has built up its own textile industry. The Cotton from the fields is sent to the Ginning Mills, of which there are four in Armenia, and then sent to the textile mills. The Leninakan (Gyumri) Textile Mills have arisen from from an empty place."

"Fifteen years ago, industry compromised only 7.9% of the national economy. Now, Armenia is an industrial agrarian country where industry compromises 63% of the national economy.

Workers Hripsime Jianyan, Rubina Shatinyan, and Nada Konyayeva at the Yerevan Silk Mill."

"The Artik quarries of Tufa rock provide our building industry with beautiful and durable building materials. The newly erected book building in Moscow is faced with pink Armenian Tufa rock."

"The arid steppe and burning desert, now intersected by numerous irrigation canals, have become fertile lands.
Where once was desert, cotton plantations an vineyards now bloom. They possessed all that was needed to lead the country to happiness."

"The toilers of Armenia have planted new orchards and vineyards. Armenian peaches have earned a worldwide reputation. The Erivan canning factory was a dirty little workshop with an insignificant output. This factory, now completely rebuilt, produces 15,000,00 cans every year."

"We are now in the alpine meadows and pastures where our collective herds graze. Model cattle farms and cheese manufacturing plants are growing. With the collective farm system, Armenia went from a country with no grain to one with an abundance of grain."

"Taking butter from a churn.
The Kalinin cheese factory.
Testing the temperature of cheese.
Finished cheeses.

New, well-equipped cheese factories, working by electric power, have been built in the alpine zone of Armenia."

Erivan - the Capital of Armenia

"Building of the town Soviet in Leninakan.
Street in Leninakan
Above the street in Erivan.
Views of old Armenia.

Erivan is a city without illiterate people and growing culture. It is becoming the foremost Soviet city at the borders of the East."

"Soviet Erivan is a progressive, genuinely cultured city, with scores of factories and mills, with blocks of many-storeyed houses, street cars, educational institutions, theaters, instead of the former 30,000 inhabitants, it has a population of 140,000."

"Excellent Sanatoriums and rest homes have been formed in Armenia.

A sanatorium in Dilijan.
Rest homes on the shores of Lake Sevan.
The Kirovakan rest homes."

A Parade of Fortunate Youth

"Comrade Aghasi Khanjyan, Secretary of the Central Committee of the Communist Part of Armenia, and Comrade Abraham Guloyan, Chairman of the Council of People's Commissars of Armenia."

The Future Belongs to Us

"A new and happy generation of the Armenian people is growing up, knowing nothing of national divisions and oppression."

"The Classical works of Marxism, the best productions of world literature and Armenian classics have been published in Armenia in the native language. Violin Musicians Azat Aliyev (7 years old) and Nora Tumanyan (12 years old)."

"The rebirth of the Armenian national culture has begun. Soviet Armenia is creating its own new art and studying critically the classics of heritage of the Armenian people. The Great October revolution gave new ideas, new themes, and new bright perspectives to our culture."